@article{DBLP:journals/csur/LiTZNW24,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {Pre-Trained Language Models for Text Generation: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {9},
pages = {230:1--230:39},
year = {2024},
url = {https://doi.org/10.1145/3649449},
doi = {10.1145/3649449},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/LiTZNW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/WangMFZYZCTCLZWW24,
author = {Lei Wang and
Chen Ma and
Xueyang Feng and
Zeyu Zhang and
Hao Yang and
Jingsen Zhang and
Zhiyuan Chen and
Jiakai Tang and
Xu Chen and
Yankai Lin and
Wayne Xin Zhao and
Zhewei Wei and
Jirong Wen},
title = {A survey on large language model based autonomous agents},
journal = {Frontiers Comput. Sci.},
volume = {18},
number = {6},
pages = {186345},
year = {2024},
url = {https://doi.org/10.1007/s11704-024-40231-1},
doi = {10.1007/S11704-024-40231-1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcsc/WangMFZYZCTCLZWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhaoLRW24,
author = {Wayne Xin Zhao and
Jing Liu and
Ruiyang Ren and
Ji{-}Rong Wen},
title = {Dense Text Retrieval Based on Pretrained Language Models: {A} Survey},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {4},
pages = {89:1--89:60},
year = {2024},
url = {https://doi.org/10.1145/3637870},
doi = {10.1145/3637870},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ZhaoLRW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/TianXCLZ24,
author = {Changxin Tian and
Yuexiang Xie and
Xu Chen and
Yaliang Li and
Xin Zhao},
title = {Privacy-preserving Cross-domain Recommendation with Federated Graph
Learning},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {5},
pages = {135:1--135:29},
year = {2024},
url = {https://doi.org/10.1145/3653448},
doi = {10.1145/3653448},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/TianXCLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuGZMWW24,
author = {Peiyu Liu and
Ze{-}Feng Gao and
Xin Zhao and
Yipeng Ma and
Tao Wang and
Ji{-}Rong Wen},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Unlocking Data-free Low-bit Quantization with Matrix Decomposition
for {KV} Cache Compression},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {2430--2440},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.133},
doi = {10.18653/V1/2024.ACL-LONG.133},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiuGZMWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenZZWZZW24,
author = {Zhipeng Chen and
Kun Zhou and
Xin Zhao and
Junchen Wan and
Fuzheng Zhang and
Di Zhang and
Ji{-}Rong Wen},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Improving Large Language Models via Fine-grained Reinforcement Learning
with Minimum Editing Constraint},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {5694--5711},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.338},
doi = {10.18653/V1/2024.FINDINGS-ACL.338},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ChenZZWZZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TangLH0WZWW24,
author = {Tianyi Tang and
Wenyang Luo and
Haoyang Huang and
Dongdong Zhang and
Xiaolei Wang and
Xin Zhao and
Furu Wei and
Ji{-}Rong Wen},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Language-Specific Neurons: The Key to Multilingual Capabilities in
Large Language Models},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {5701--5715},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.309},
doi = {10.18653/V1/2024.ACL-LONG.309},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TangLH0WZWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunLZHSZZZG24,
author = {Yuchong Sun and
Che Liu and
Kun Zhou and
Jinwen Huang and
Ruihua Song and
Xin Zhao and
Fuzheng Zhang and
Di Zhang and
Kun Gai},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Parrot: Enhancing Multi-Turn Instruction Following for Large Language
Models},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {9729--9750},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.525},
doi = {10.18653/V1/2024.ACL-LONG.525},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SunLZHSZZZG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiCRCZNW24,
author = {Junyi Li and
Jie Chen and
Ruiyang Ren and
Xiaoxue Cheng and
Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {The Dawn After the Dark: An Empirical Study on Factuality Hallucination
in Large Language Models},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {10879--10899},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.586},
doi = {10.18653/V1/2024.ACL-LONG.586},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiCRCZNW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Min0GZ0L24,
author = {Yingqian Min and
Kun Zhou and
Dawei Gao and
Xin Zhao and
He Hu and
Yaliang Li},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {{DATA-CUBE:} Data Curriculum for Instruction-based Sentence Representation
Learning},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {13748--13761},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.816},
doi = {10.18653/V1/2024.FINDINGS-ACL.816},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Min0GZ0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XuTL0WW0CZ24,
author = {Lanling Xu and
Zhen Tian and
Bingqian Li and
Junjie Zhang and
Daoyuan Wang and
Hongyu Wang and
Jinpeng Wang and
Sheng Chen and
Wayne Xin Zhao},
editor = {Edoardo Serra and
Francesca Spezzano},
title = {Sequence-level Semantic Representation Fusion for Recommender Systems},
booktitle = {Proceedings of the 33rd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
2024},
pages = {5015--5022},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3627673.3680037},
doi = {10.1145/3627673.3680037},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/XuTL0WW0CZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/DongTLZW24,
author = {Zican Dong and
Tianyi Tang and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {{BAMBOO:} {A} Comprehensive Benchmark for Evaluating Long Text Modeling
Capacities of Large Language Models},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {2086--2099},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.188},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/DongTLZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ChengLZW24,
author = {Xiaoxue Cheng and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {ChainLM: Empowering Large Language Models with Improved Chain-of-Thought
Prompting},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {2969--2983},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.265},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/ChengLZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuLGGZLDW24,
author = {Peiyu Liu and
Zikang Liu and
Ze{-}Feng Gao and
Dawei Gao and
Wayne Xin Zhao and
Yaliang Li and
Bolin Ding and
Ji{-}Rong Wen},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Do Emergent Abilities Exist in Quantized Large Language Models: An
Empirical Study},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {5174--5190},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.461},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/LiuLGGZLDW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuG0ZW24,
author = {Peiyu Liu and
Ze{-}Feng Gao and
Xiao Zhang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Enhancing Parameter-efficient Fine-tuning with Simple Calibration
Based on Stable Rank},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {6024--6035},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.534},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/LiuG0ZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/ZhouLZW24,
author = {Kun Zhou and
Yifan Li and
Xin Zhao and
Ji{-}Rong Wen},
editor = {Yvette Graham and
Matthew Purver},
title = {Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive
Text Generation},
booktitle = {Proceedings of the 18th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2024 - Volume 1:
Long Papers, St. Julian's, Malta, March 17-22, 2024},
pages = {1438--1451},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.eacl-long.86},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/ZhouLZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiGZZW24,
author = {Yifan Li and
Hangyu Guo and
Kun Zhou and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Ales Leonardis and
Elisa Ricci and
Stefan Roth and
Olga Russakovsky and
Torsten Sattler and
G{\"{u}}l Varol},
title = {Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities
for Jailbreaking Multimodal Large Language Models},
booktitle = {Computer Vision - {ECCV} 2024 - 18th European Conference, Milan, Italy,
September 29-October 4, 2024, Proceedings, Part {LXXIII}},
series = {Lecture Notes in Computer Science},
volume = {15131},
pages = {174--189},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-73464-9\_11},
doi = {10.1007/978-3-031-73464-9\_11},
timestamp = {Tue, 10 Dec 2024 14:49:14 +0100},
biburl = {https://dblp.org/rec/conf/eccv/LiGZZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/HouZLLXMZ24,
author = {Yupeng Hou and
Junjie Zhang and
Zihan Lin and
Hongyu Lu and
Ruobing Xie and
Julian J. McAuley and
Wayne Xin Zhao},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {Large Language Models are Zero-Shot Rankers for Recommender Systems},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14609},
pages = {364--381},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56060-6\_24},
doi = {10.1007/978-3-031-56060-6\_24},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/HouZLLXMZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RenQQLZ0WW24,
author = {Ruiyang Ren and
Peng Qiu and
Yingqi Qu and
Jing Liu and
Xin Zhao and
Hua Wu and
Ji{-}Rong Wen and
Haifeng Wang},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {{BASES:} Large-scale Web Search User Simulation with Large Language
Model based Agents},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
pages = {902--917},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-emnlp.50},
timestamp = {Mon, 18 Nov 2024 09:05:59 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/RenQQLZ0WW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangRLZLW24,
author = {Yuhao Wang and
Ruiyang Ren and
Junyi Li and
Xin Zhao and
Jing Liu and
Ji{-}Rong Wen},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {{REAR:} {A} Relevance-Aware Retrieval-Augmented Framework for Open-Domain
Question Answering},
booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},
pages = {5613--5626},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.emnlp-main.321},
timestamp = {Thu, 14 Nov 2024 17:20:54 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangRLZLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangXSLZW24,
author = {Junjie Zhang and
Ruobing Xie and
Wenqi Sun and
Leyu Lin and
Xin Zhao and
Ji{-}Rong Wen},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {AuriSRec: Adversarial User Intention Learning in Sequential Recommendation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
pages = {12580--12592},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-emnlp.735},
timestamp = {Mon, 18 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangXSLZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChengLZZZZGW24,
author = {Xiaoxue Cheng and
Junyi Li and
Xin Zhao and
Hongzhi Zhang and
Fuzheng Zhang and
Di Zhang and
Kun Gai and
Ji{-}Rong Wen},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Small Agent Can Also Rock! Empowering Small Language Models as Hallucination
Detector},
booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},
pages = {14600--14615},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.emnlp-main.809},
timestamp = {Thu, 14 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ChengLZZZZGW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0007ZWZWC24,
author = {Jie Chen and
Yupeng Zhang and
Bingning Wang and
Xin Zhao and
Ji{-}Rong Wen and
Weipeng Chen},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Unveiling the Flaws: Exploring Imperfections in Synthetic Data and
Mitigation Strategies for Large Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
pages = {14855--14865},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-emnlp.873},
timestamp = {Mon, 18 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/0007ZWZWC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/00010ZWW24,
author = {Zhipeng Chen and
Kun Zhou and
Xin Zhao and
Jingyuan Wang and
Ji{-}Rong Wen},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Not Everything is All You Need: Toward Low-Redundant Optimization
for Large Language Model Alignment},
booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},
pages = {15337--15351},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.emnlp-main.857},
timestamp = {Thu, 14 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/00010ZWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhengHLCZCW24,
author = {Bowen Zheng and
Yupeng Hou and
Hongyu Lu and
Yu Chen and
Wayne Xin Zhao and
Ming Chen and
Ji{-}Rong Wen},
title = {Adapting Large Language Models by Integrating Collaborative Semantics
for Recommendation},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {1435--1448},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00118},
doi = {10.1109/ICDE60146.2024.00118},
timestamp = {Mon, 29 Jul 2024 14:11:15 +0200},
biburl = {https://dblp.org/rec/conf/icde/ZhengHLCZCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuoZT0W24,
author = {Geyang Guo and
Ranchi Zhao and
Tianyi Tang and
Xin Zhao and
Ji{-}Rong Wen},
title = {Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=LNLjU5C5dK},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GuoZT0W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yang00W24,
author = {Jinxia Yang and
Bing Su and
Xin Zhao and
Ji{-}Rong Wen},
title = {Unlocking the Power of Spatial and Temporal Information in Medical
Multimodal Pre-training},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=87ZrVHDqmR},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/Yang00W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TianSWZW24,
author = {Zhen Tian and
Yuhong Shi and
Xiangkun Wu and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Rotative Factorization Machines},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {2912--2923},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671740},
doi = {10.1145/3637528.3671740},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TianSWZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangDHZXSZ24,
author = {Chen Yang and
Sunhao Dai and
Yupeng Hou and
Wayne Xin Zhao and
Jun Xu and
Yang Song and
Hengshu Zhu},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and
Method},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {3714--3723},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671734},
doi = {10.1145/3637528.3671734},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangDHZXSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/TangLJHZZKW24,
author = {Tianyi Tang and
Hongyuan Lu and
Yuchen Jiang and
Haoyang Huang and
Dongdong Zhang and
Wayne Xin Zhao and
Tom Kocmi and
Furu Wei},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Not All Metrics Are Guilty: Improving {NLG} Evaluation by Diversifying
References},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {6596--6610},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.367},
doi = {10.18653/V1/2024.NAACL-LONG.367},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/TangLJHZZKW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangHLCZW24,
author = {Gaowei Zhang and
Yupeng Hou and
Hongyu Lu and
Yu Chen and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Scaling Law of Large Sequential Recommendation Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {444--453},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688129},
doi = {10.1145/3640457.3688129},
timestamp = {Fri, 25 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangHLCZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XuLWCZW24,
author = {Lanling Xu and
Zihan Lin and
Jinpeng Wang and
Sheng Chen and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Promoting Two-sided Fairness with Adaptive Weights for Providers and
Customers in Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {918--923},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688169},
doi = {10.1145/3640457.3688169},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XuLWCZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/TianZZZMW24,
author = {Zhen Tian and
Wayne Xin Zhao and
Changwang Zhang and
Xin Zhao and
Zhongrui Ma and
Ji{-}Rong Wen},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {EulerFormer: Sequential User Behavior Modeling with Complex Vector
Attention},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {1619--1628},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657805},
doi = {10.1145/3626772.3657805},
timestamp = {Sun, 06 Oct 2024 21:14:16 +0200},
biburl = {https://dblp.org/rec/conf/sigir/TianZZZMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/TianZZZMW24,
author = {Zhen Tian and
Wayne Xin Zhao and
Changwang Zhang and
Xin Zhao and
Zhongrui Ma and
Ji{-}Rong Wen},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {EulerFormer: Sequential User Behavior Modeling with Complex Vector
Attention},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {1619--1628},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657805},
doi = {10.1145/3626772.3657805},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/TianZZZMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SunW0ZM24,
author = {Yiding Sun and
Feng Wang and
Yutao Zhu and
Wayne Xin Zhao and
Jiaxin Mao},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {An Integrated Data Processing Framework for Pretraining Foundation
Models},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {2713--2718},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657671},
doi = {10.1145/3626772.3657671},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/SunW0ZM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangZLFLLZZS024,
author = {Wenjie Wang and
Yang Zhang and
Xinyu Lin and
Fuli Feng and
Weiwen Liu and
Yong Liu and
Xiangyu Zhao and
Wayne Xin Zhao and
Yang Song and
Xiangnan He},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {The 2nd Workshop on Recommendation with Generative Models},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {1715--1718},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3641303},
doi = {10.1145/3589335.3641303},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WangZLFLLZZS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangHXSMZLW24,
author = {Junjie Zhang and
Yupeng Hou and
Ruobing Xie and
Wenqi Sun and
Julian J. McAuley and
Wayne Xin Zhao and
Leyu Lin and
Ji{-}Rong Wen},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {AgentCF: Collaborative Learning with Autonomous Language Agents for
Recommender Systems},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {3679--3689},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645537},
doi = {10.1145/3589334.3645537},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangHXSMZLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00158,
author = {Jinhao Jiang and
Kun Zhou and
Wayne Xin Zhao and
Yaliang Li and
Ji{-}Rong Wen},
title = {ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained
Language Models for Question Answering over Knowledge Graph},
journal = {CoRR},
volume = {abs/2401.00158},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00158},
doi = {10.48550/ARXIV.2401.00158},
eprinttype = {arXiv},
eprint = {2401.00158},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00797,
author = {Wenqi Sun and
Ruobing Xie and
Junjie Zhang and
Wayne Xin Zhao and
Leyu Lin and
Ji{-}Rong Wen},
title = {Distillation is All You Need for Practically Using Different Pre-trained
Recommendation Models},
journal = {CoRR},
volume = {abs/2401.00797},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00797},
doi = {10.48550/ARXIV.2401.00797},
eprinttype = {arXiv},
eprint = {2401.00797},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03205,
author = {Junyi Li and
Jie Chen and
Ruiyang Ren and
Xiaoxue Cheng and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {The Dawn After the Dark: An Empirical Study on Factuality Hallucination
in Large Language Models},
journal = {CoRR},
volume = {abs/2401.03205},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03205},
doi = {10.48550/ARXIV.2401.03205},
eprinttype = {arXiv},
eprint = {2401.03205},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03563,
author = {Yingqian Min and
Kun Zhou and
Dawei Gao and
Wayne Xin Zhao and
He Hu and
Yaliang Li},
title = {Data-CUBE: Data Curriculum for Instruction-based Sentence Representation
Learning},
journal = {CoRR},
volume = {abs/2401.03563},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03563},
doi = {10.48550/ARXIV.2401.03563},
eprinttype = {arXiv},
eprint = {2401.03563},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04997,
author = {Lanling Xu and
Junjie Zhang and
Bingqian Li and
Jinpeng Wang and
Mingchen Cai and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Prompting Large Language Models for Recommender Systems: {A} Comprehensive
Framework and Empirical Analysis},
journal = {CoRR},
volume = {abs/2401.04997},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04997},
doi = {10.48550/ARXIV.2401.04997},
eprinttype = {arXiv},
eprint = {2401.04997},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06081,
author = {Zhipeng Chen and
Kun Zhou and
Wayne Xin Zhao and
Junchen Wan and
Fuzheng Zhang and
Di Zhang and
Ji{-}Rong Wen},
title = {Improving Large Language Models via Fine-grained Reinforcement Learning
with Minimum Editing Constraint},
journal = {CoRR},
volume = {abs/2401.06081},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06081},
doi = {10.48550/ARXIV.2401.06081},
eprinttype = {arXiv},
eprint = {2401.06081},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11163,
author = {Jinhao Jiang and
Kun Zhou and
Wayne Xin Zhao and
Yang Song and
Chen Zhu and
Hengshu Zhu and
Ji{-}Rong Wen},
title = {KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning
over Knowledge Graph},
journal = {CoRR},
volume = {abs/2402.11163},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11163},
doi = {10.48550/ARXIV.2402.11163},
eprinttype = {arXiv},
eprint = {2402.11163},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16358,
author = {Yiding Sun and
Feng Wang and
Yutao Zhu and
Wayne Xin Zhao and
Jiaxin Mao},
title = {An Integrated Data Processing Framework for Pretraining Foundation
Models},
journal = {CoRR},
volume = {abs/2402.16358},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16358},
doi = {10.48550/ARXIV.2402.16358},
eprinttype = {arXiv},
eprint = {2402.16358},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16438,
author = {Tianyi Tang and
Wenyang Luo and
Haoyang Huang and
Dongdong Zhang and
Xiaolei Wang and
Xin Zhao and
Furu Wei and
Ji{-}Rong Wen},
title = {Language-Specific Neurons: The Key to Multilingual Capabilities in
Large Language Models},
journal = {CoRR},
volume = {abs/2402.16438},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16438},
doi = {10.48550/ARXIV.2402.16438},
eprinttype = {arXiv},
eprint = {2402.16438},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17497,
author = {Yuhao Wang and
Ruiyang Ren and
Junyi Li and
Wayne Xin Zhao and
Jing Liu and
Ji{-}Rong Wen},
title = {{REAR:} {A} Relevance-Aware Retrieval-Augmented Framework for Open-Domain
Question Answering},
journal = {CoRR},
volume = {abs/2402.17497},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17497},
doi = {10.48550/ARXIV.2402.17497},
eprinttype = {arXiv},
eprint = {2402.17497},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17505,
author = {Ruiyang Ren and
Peng Qiu and
Yingqi Qu and
Jing Liu and
Wayne Xin Zhao and
Hua Wu and
Ji{-}Rong Wen and
Haifeng Wang},
title = {{BASES:} Large-scale Web Search User Simulation with Large Language
Model based Agents},
journal = {CoRR},
volume = {abs/2402.17505},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17505},
doi = {10.48550/ARXIV.2402.17505},
eprinttype = {arXiv},
eprint = {2402.17505},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17564,
author = {Xinyu Tang and
Xiaolei Wang and
Wayne Xin Zhao and
Siyuan Lu and
Yaliang Li and
Ji{-}Rong Wen},
title = {Unleashing the Potential of Large Language Models as Prompt Optimizers:
An Analogical Analysis with Gradient-based Model Optimizers},
journal = {CoRR},
volume = {abs/2402.17564},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17564},
doi = {10.48550/ARXIV.2402.17564},
eprinttype = {arXiv},
eprint = {2402.17564},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18166,
author = {Lanling Xu and
Zhen Tian and
Bingqian Li and
Junjie Zhang and
Jinpeng Wang and
Mingchen Cai and
Wayne Xin Zhao},
title = {Sequence-level Semantic Representation Fusion for Recommender Systems},
journal = {CoRR},
volume = {abs/2402.18166},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18166},
doi = {10.48550/ARXIV.2402.18166},
eprinttype = {arXiv},
eprint = {2402.18166},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04399,
author = {Wenjie Wang and
Yang Zhang and
Xinyu Lin and
Fuli Feng and
Weiwen Liu and
Yong Liu and
Xiangyu Zhao and
Wayne Xin Zhao and
Yang Song and
Xiangnan He},
title = {The 2nd Workshop on Recommendation with Generative Models},
journal = {CoRR},
volume = {abs/2403.04399},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04399},
doi = {10.48550/ARXIV.2403.04399},
eprinttype = {arXiv},
eprint = {2403.04399},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09559,
author = {Zikang Liu and
Kun Zhou and
Wayne Xin Zhao and
Dawei Gao and
Yaliang Li and
Ji{-}Rong Wen},
title = {Less is More: Data Value Estimation for Visual Instruction Tuning},
journal = {CoRR},
volume = {abs/2403.09559},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09559},
doi = {10.48550/ARXIV.2403.09559},
eprinttype = {arXiv},
eprint = {2403.09559},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09792,
author = {Yifan Li and
Hangyu Guo and
Kun Zhou and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities
for Jailbreaking Multimodal Large Language Models},
journal = {CoRR},
volume = {abs/2403.09792},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09792},
doi = {10.48550/ARXIV.2403.09792},
eprinttype = {arXiv},
eprint = {2403.09792},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13574,
author = {Bowen Zheng and
Zihan Lin and
Enze Liu and
Chen Yang and
Enyang Bai and
Cheng Ling and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {A Large Language Model Enhanced Sequential Recommender for Joint Video
and Comment Recommendation},
journal = {CoRR},
volume = {abs/2403.13574},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13574},
doi = {10.48550/ARXIV.2403.13574},
eprinttype = {arXiv},
eprint = {2403.13574},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14312,
author = {Xiaoxue Cheng and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {ChainLM: Empowering Large Language Models with Improved Chain-of-Thought
Prompting},
journal = {CoRR},
volume = {abs/2403.14312},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14312},
doi = {10.48550/ARXIV.2403.14312},
eprinttype = {arXiv},
eprint = {2403.14312},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17729,
author = {Zhen Tian and
Wayne Xin Zhao and
Changwang Zhang and
Xin Zhao and
Zhongrui Ma and
Ji{-}Rong Wen},
title = {EulerFormer: Sequential User Behavior Modeling with Complex Vector
Attention},
journal = {CoRR},
volume = {abs/2403.17729},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17729},
doi = {10.48550/ARXIV.2403.17729},
eprinttype = {arXiv},
eprint = {2403.17729},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17729,
author = {Zhen Tian and
Wayne Xin Zhao and
Changwang Zhang and
Xin Zhao and
Zhongrui Ma and
Ji{-}Rong Wen},
title = {EulerFormer: Sequential User Behavior Modeling with Complex Vector
Attention},
journal = {CoRR},
volume = {abs/2403.17729},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17729},
doi = {10.48550/ARXIV.2403.17729},
eprinttype = {arXiv},
eprint = {2403.17729},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-11502,
author = {Yushuo Chen and
Tianyi Tang and
Erge Xiang and
Linjiang Li and
Wayne Xin Zhao and
Jing Wang and
Yunpeng Chai and
Ji{-}Rong Wen},
title = {Towards Coarse-to-Fine Evaluation of Inference Efficiency for Large
Language Models},
journal = {CoRR},
volume = {abs/2404.11502},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.11502},
doi = {10.48550/ARXIV.2404.11502},
eprinttype = {arXiv},
eprint = {2404.11502},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-11502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-11581,
author = {Xinmei Huang and
Haoyang Li and
Jing Zhang and
Xin Zhao and
Zhiming Yao and
Yiyan Li and
Zhuohao Yu and
Tieying Zhang and
Hong Chen and
Cuiping Li},
title = {LLMTune: Accelerate Database Knob Tuning with Large Language Models},
journal = {CoRR},
volume = {abs/2404.11581},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.11581},
doi = {10.48550/ARXIV.2404.11581},
eprinttype = {arXiv},
eprint = {2404.11581},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-11581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-12591,
author = {Peiyu Liu and
Ze{-}Feng Gao and
Wayne Xin Zhao and
Yipeng Ma and
Tao Wang and
Ji{-}Rong Wen},
title = {Unlocking Data-free Low-bit Quantization with Matrix Decomposition
for {KV} Cache Compression},
journal = {CoRR},
volume = {abs/2405.12591},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.12591},
doi = {10.48550/ARXIV.2405.12591},
eprinttype = {arXiv},
eprint = {2405.12591},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-12591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14365,
author = {Kun Zhou and
Beichen Zhang and
Jiapeng Wang and
Zhipeng Chen and
Wayne Xin Zhao and
Jing Sha and
Zhichao Sheng and
Shijin Wang and
Ji{-}Rong Wen},
title = {JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training
Small Data Synthesis Models},
journal = {CoRR},
volume = {abs/2405.14365},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14365},
doi = {10.48550/ARXIV.2405.14365},
eprinttype = {arXiv},
eprint = {2405.14365},
timestamp = {Wed, 30 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18009,
author = {Zican Dong and
Junyi Li and
Xin Men and
Wayne Xin Zhao and
Bingbing Wang and
Zhen Tian and
Weipeng Chen and
Ji{-}Rong Wen},
title = {Exploring Context Window of Large Language Models via Decomposed Positional
Vectors},
journal = {CoRR},
volume = {abs/2405.18009},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18009},
doi = {10.48550/ARXIV.2405.18009},
eprinttype = {arXiv},
eprint = {2405.18009},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19654,
author = {Jinxia Yang and
Bing Su and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Unlocking the Power of Spatial and Temporal Information in Medical
Multimodal Pre-training},
journal = {CoRR},
volume = {abs/2405.19654},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19654},
doi = {10.48550/ARXIV.2405.19654},
eprinttype = {arXiv},
eprint = {2405.19654},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11277,
author = {Xiaoxue Cheng and
Junyi Li and
Wayne Xin Zhao and
Hongzhi Zhang and
Fuzheng Zhang and
Di Zhang and
Kun Gai and
Ji{-}Rong Wen},
title = {Small Agent Can Also Rock! Empowering Small Language Models as Hallucination
Detector},
journal = {CoRR},
volume = {abs/2406.11277},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11277},
doi = {10.48550/ARXIV.2406.11277},
eprinttype = {arXiv},
eprint = {2406.11277},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12397,
author = {Jie Chen and
Yupeng Zhang and
Bingning Wang and
Wayne Xin Zhao and
Ji{-}Rong Wen and
Weipeng Chen},
title = {Unveiling the Flaws: Exploring Imperfections in Synthetic Data and
Mitigation Strategies for Large Language Models},
journal = {CoRR},
volume = {abs/2406.12397},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12397},
doi = {10.48550/ARXIV.2406.12397},
eprinttype = {arXiv},
eprint = {2406.12397},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12606,
author = {Zhipeng Chen and
Kun Zhou and
Wayne Xin Zhao and
Jingyuan Wang and
Ji{-}Rong Wen},
title = {Low-Redundant Optimization for Large Language Model Alignment},
journal = {CoRR},
volume = {abs/2406.12606},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12606},
doi = {10.48550/ARXIV.2406.12606},
eprinttype = {arXiv},
eprint = {2406.12606},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13381,
author = {Xinming Hou and
Mingming Yang and
Wenxiang Jiao and
Xing Wang and
Zhaopeng Tu and
Wayne Xin Zhao},
title = {CoAct: {A} Global-Local Hierarchy for Autonomous Agent Collaboration},
journal = {CoRR},
volume = {abs/2406.13381},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13381},
doi = {10.48550/ARXIV.2406.13381},
eprinttype = {arXiv},
eprint = {2406.13381},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14022,
author = {Xiaolei Wang and
Xinyu Tang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Investigating the Pre-Training Dynamics of In-Context Learning: Task
Recognition vs. Task Learning},
journal = {CoRR},
volume = {abs/2406.14022},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14022},
doi = {10.48550/ARXIV.2406.14022},
eprinttype = {arXiv},
eprint = {2406.14022},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14129,
author = {Yifan Du and
Kun Zhou and
Yuqi Huo and
Yifan Li and
Wayne Xin Zhao and
Haoyu Lu and
Zijia Zhao and
Bingning Wang and
Weipeng Chen and
Ji{-}Rong Wen},
title = {Towards Event-oriented Long Video Understanding},
journal = {CoRR},
volume = {abs/2406.14129},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14129},
doi = {10.48550/ARXIV.2406.14129},
eprinttype = {arXiv},
eprint = {2406.14129},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19853,
author = {Yutao Zhu and
Kun Zhou and
Kelong Mao and
Wentong Chen and
Yiding Sun and
Zhipeng Chen and
Qian Cao and
Yihan Wu and
Yushuo Chen and
Feng Wang and
Lei Zhang and
Junyi Li and
Xiaolei Wang and
Lei Wang and
Beichen Zhang and
Zican Dong and
Xiaoxue Cheng and
Yuhan Chen and
Xinyu Tang and
Yupeng Hou and
Qiangqiang Ren and
Xincheng Pang and
Shufang Xie and
Wayne Xin Zhao and
Zhicheng Dou and
Jiaxin Mao and
Yankai Lin and
Ruihua Song and
Jun Xu and
Xu Chen and
Rui Yan and
Zhewei Wei and
Di Hu and
Wenbing Huang and
Ze{-}Feng Gao and
Yueguo Chen and
Weizheng Lu and
Ji{-}Rong Wen},
title = {YuLan: An Open-source Large Language Model},
journal = {CoRR},
volume = {abs/2406.19853},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19853},
doi = {10.48550/ARXIV.2406.19853},
eprinttype = {arXiv},
eprint = {2406.19853},
timestamp = {Thu, 14 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-05563,
author = {Tianyi Tang and
Yiwen Hu and
Bingqian Li and
Wenyang Luo and
Zijing Qin and
Haoxiang Sun and
Jiapeng Wang and
Shiyi Xu and
Xiaoxue Cheng and
Geyang Guo and
Han Peng and
Bowen Zheng and
Yiru Tang and
Yingqian Min and
Yushuo Chen and
Jie Chen and
Yuanqian Zhao and
Luran Ding and
Yuhao Wang and
Zican Dong and
Chunxuan Xia and
Junyi Li and
Kun Zhou and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {LLMBox: {A} Comprehensive Library for Large Language Models},
journal = {CoRR},
volume = {abs/2407.05563},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.05563},
doi = {10.48550/ARXIV.2407.05563},
eprinttype = {arXiv},
eprint = {2407.05563},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-05563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10804,
author = {Jinhao Jiang and
Junyi Li and
Wayne Xin Zhao and
Yang Song and
Tao Zhang and
Ji{-}Rong Wen},
title = {Mix-CPT: {A} Domain Adaptation Framework via Decoupling Knowledge
Learning and Format Alignment},
journal = {CoRR},
volume = {abs/2407.10804},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.10804},
doi = {10.48550/ARXIV.2407.10804},
eprinttype = {arXiv},
eprint = {2407.10804},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-10804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-18743,
author = {Jie Chen and
Zhipeng Chen and
Jiapeng Wang and
Kun Zhou and
Yutao Zhu and
Jinhao Jiang and
Yingqian Min and
Wayne Xin Zhao and
Zhicheng Dou and
Jiaxin Mao and
Yankai Lin and
Ruihua Song and
Jun Xu and
Xu Chen and
Rui Yan and
Zhewei Wei and
Di Hu and
Wenbing Huang and
Ji{-}Rong Wen},
title = {Towards Effective and Efficient Continual Pre-training of Large Language
Models},
journal = {CoRR},
volume = {abs/2407.18743},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.18743},
doi = {10.48550/ARXIV.2407.18743},
eprinttype = {arXiv},
eprint = {2407.18743},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-18743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-09748,
author = {Chen Yang and
Sunhao Dai and
Yupeng Hou and
Wayne Xin Zhao and
Jun Xu and
Yang Song and
Hengshu Zhu},
title = {Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and
Method},
journal = {CoRR},
volume = {abs/2408.09748},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.09748},
doi = {10.48550/ARXIV.2408.09748},
eprinttype = {arXiv},
eprint = {2408.09748},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-09748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-05546,
author = {Enze Liu and
Bowen Zheng and
Cheng Ling and
Lantao Hu and
Han Li and
Wayne Xin Zhao},
title = {End-to-End Learnable Item Tokenization for Generative Recommendation},
journal = {CoRR},
volume = {abs/2409.05546},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.05546},
doi = {10.48550/ARXIV.2409.05546},
eprinttype = {arXiv},
eprint = {2409.05546},
timestamp = {Wed, 09 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-05546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-05633,
author = {Bowen Zheng and
Junjie Zhang and
Hongyu Lu and
Yu Chen and
Ming Chen and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Enhancing Graph Contrastive Learning with Reliable and Informative
Augmentation for Recommendation},
journal = {CoRR},
volume = {abs/2409.05633},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.05633},
doi = {10.48550/ARXIV.2409.05633},
eprinttype = {arXiv},
eprint = {2409.05633},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-05633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-07825,
author = {Zhipeng Chen and
Liang Song and
Kun Zhou and
Wayne Xin Zhao and
Bingning Wang and
Weipeng Chen and
Ji{-}Rong Wen},
title = {Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced
Large Language Models},
journal = {CoRR},
volume = {abs/2410.07825},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.07825},
doi = {10.48550/ARXIV.2410.07825},
eprinttype = {arXiv},
eprint = {2410.07825},
timestamp = {Mon, 18 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-07825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-12327,
author = {Jia Deng and
Tianyi Tang and
Yanbin Yin and
Wenhao Yang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Neuron-based Personality Trait Induction in Large Language Models},
journal = {CoRR},
volume = {abs/2410.12327},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.12327},
doi = {10.48550/ARXIV.2410.12327},
eprinttype = {arXiv},
eprint = {2410.12327},
timestamp = {Sun, 24 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-12327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-13694,
author = {Yifan Du and
Yuqi Huo and
Kun Zhou and
Zijia Zhao and
Haoyu Lu and
Han Huang and
Wayne Xin Zhao and
Bingning Wang and
Weipeng Chen and
Ji{-}Rong Wen},
title = {Exploring the Design Space of Visual Context Representation in Video
MLLMs},
journal = {CoRR},
volume = {abs/2410.13694},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.13694},
doi = {10.48550/ARXIV.2410.13694},
eprinttype = {arXiv},
eprint = {2410.13694},
timestamp = {Mon, 25 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-13694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-20215,
author = {Xinyu Tang and
Xiaolei Wang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {{DAWN-ICL:} Strategic Planning of Problem-solving Trajectories for
Zero-Shot In-Context Learning},
journal = {CoRR},
volume = {abs/2410.20215},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.20215},
doi = {10.48550/ARXIV.2410.20215},
eprinttype = {arXiv},
eprint = {2410.20215},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-20215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/ShangHZLZ23,
author = {Chenzhan Shang and
Yupeng Hou and
Wayne Xin Zhao and
Yaliang Li and
Jing Zhang},
title = {Multi-grained hypergraph interest modeling for conversational recommendation},
journal = {{AI} Open},
volume = {4},
pages = {154--164},
year = {2023},
url = {https://doi.org/10.1016/j.aiopen.2023.10.001},
doi = {10.1016/J.AIOPEN.2023.10.001},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiopen/ShangHZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/ZhouZZW23,
author = {Kun Zhou and
Yuanhang Zhou and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Learning to Perturb for Contrastive Learning of Unsupervised Sentence
Representations},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {31},
pages = {3935--3944},
year = {2023},
url = {https://doi.org/10.1109/TASLP.2023.3304485},
doi = {10.1109/TASLP.2023.3304485},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/ZhouZZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenWXZZZW23,
author = {Xu Chen and
Zhenlei Wang and
Hongteng Xu and
Jingsen Zhang and
Yongfeng Zhang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Data Augmented Sequential Recommendation Based on Counterfactual Thinking},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {9},
pages = {9181--9194},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3222070},
doi = {10.1109/TKDE.2022.3222070},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenWXZZZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LanHJJZW23,
author = {Yunshi Lan and
Gaole He and
Jinhao Jiang and
Jing Jiang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Complex Knowledge Base Question Answering: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11196--11215},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3223858},
doi = {10.1109/TKDE.2022.3223858},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LanHJJZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/WangZZWW23,
author = {Hui Wang and
Kun Zhou and
Xin Zhao and
Jingyuan Wang and
Ji{-}Rong Wen},
title = {Curriculum Pre-training Heterogeneous Subgraph Transformer for Top-\emph{N}
Recommendation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {1},
pages = {19:1--19:28},
year = {2023},
url = {https://doi.org/10.1145/3528667},
doi = {10.1145/3528667},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/WangZZWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhaoLFWW23,
author = {Wayne Xin Zhao and
Zihan Lin and
Zhichao Feng and
Pengfei Wang and
Ji{-}Rong Wen},
title = {A Revisiting Study of Appropriate Offline Evaluation for Top-\emph{N}
Recommendation Algorithms},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {2},
pages = {32:1--32:41},
year = {2023},
url = {https://doi.org/10.1145/3545796},
doi = {10.1145/3545796},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ZhaoLFWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhouWWZ23,
author = {Kun Zhou and
Hui Wang and
Ji{-}Rong Wen and
Wayne Xin Zhao},
title = {Enhancing Multi-View Smoothness for Sequential Recommendation Models},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {4},
pages = {107:1--107:27},
year = {2023},
url = {https://doi.org/10.1145/3582495},
doi = {10.1145/3582495},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/ZhouWWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangHZW23,
author = {Jiawei Jiang and
Chengkai Han and
Wayne Xin Zhao and
Jingyuan Wang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for
Traffic Flow Prediction},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4365--4373},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25556},
doi = {10.1609/AAAI.V37I4.25556},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangHZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangZWJ23,
author = {Wenjun Jiang and
Wayne Xin Zhao and
Jingyuan Wang and
Jiawei Jiang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Continuous Trajectory Generation Based on Two-Stage {GAN}},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4374--4382},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25557},
doi = {10.1609/AAAI.V37I4.25557},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangZWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiTZWNW23,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Jingyuan Wang and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {The Web Can Be Your Oyster for Improving Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {728--746},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.46},
doi = {10.18653/V1/2023.FINDINGS-ACL.46},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiTZWNW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GaoZLZW23,
author = {Ze{-}Feng Gao and
Kun Zhou and
Peiyu Liu and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Small Pre-trained Language Models Can be Fine-tuned as Large Models
via Over-Parameterization},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {3819--3834},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.212},
doi = {10.18653/V1/2023.ACL-LONG.212},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GaoZLZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RenZLWWW23,
author = {Ruiyang Ren and
Wayne Xin Zhao and
Jing Liu and
Hua Wu and
Ji{-}Rong Wen and
Haifeng Wang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{TOME:} {A} Two-stage Approach for Model-based Retrieval},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {6102--6114},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.336},
doi = {10.18653/V1/2023.ACL-LONG.336},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RenZLWWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TangLZW23,
author = {Tianyi Tang and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{MVP:} Multi-task Supervised Pre-training for Natural Language Generation},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {8758--8794},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.558},
doi = {10.18653/V1/2023.FINDINGS-ACL.558},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TangLZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DuLTZW23,
author = {Yifan Du and
Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Zero-shot Visual Question Answering with Language Model Feedback},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {9268--9281},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.590},
doi = {10.18653/V1/2023.FINDINGS-ACL.590},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DuLTZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TangCDLZW23,
author = {Tianyi Tang and
Yushuo Chen and
Yifan Du and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Learning to Imagine: Visually-Augmented Natural Language Generation},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {9468--9481},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.526},
doi = {10.18653/V1/2023.ACL-LONG.526},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TangCDLZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GuoZZ0W23,
author = {Hangyu Guo and
Kun Zhou and
Wayne Xin Zhao and
Qinyu Zhang and
Ji{-}Rong Wen},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Visually-augmented pretrained language models for {NLP} tasks without
images},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {14912--14929},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.833},
doi = {10.18653/V1/2023.ACL-LONG.833},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/GuoZZ0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BianPZWWW23,
author = {Shuqing Bian and
Xingyu Pan and
Wayne Xin Zhao and
Jinpeng Wang and
Chuyuan Wang and
Ji{-}Rong Wen},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Multi-modal Mixture of Experts Represetation Learning for Sequential
Recommendation},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {110--119},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614978},
doi = {10.1145/3583780.3614978},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/BianPZWWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MuWZLW023,
author = {Shanlei Mu and
Penghui Wei and
Wayne Xin Zhao and
Shaoguo Liu and
Liang Wang and
Bo Zheng},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {1857--1866},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614920},
doi = {10.1145/3583780.3614920},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MuWZLW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TianHZ0Z23,
author = {Changxin Tian and
Binbin Hu and
Wayne Xin Zhao and
Zhiqiang Zhang and
Jun Zhou},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Periodicity May Be Emanative: Hierarchical Contrastive Learning for
Sequential Recommendation},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2442--2451},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615007},
doi = {10.1145/3583780.3615007},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/TianHZ0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/SunLFWZ23,
author = {Wenqi Sun and
Zheng Liu and
Xinyan Fan and
Ji{-}Rong Wen and
Wayne Xin Zhao},
editor = {Xin Wang and
Maria Luisa Sapino and
Wook{-}Shin Han and
Amr El Abbadi and
Gill Dobbie and
Zhiyong Feng and
Yingxiao Shao and
Hongzhi Yin},
title = {Towards Efficient and Effective Transformers for Sequential Recommendation},
booktitle = {Database Systems for Advanced Applications - 28th International Conference,
{DASFAA} 2023, Tianjin, China, April 17-20, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {13944},
pages = {341--356},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30672-3\_23},
doi = {10.1007/978-3-031-30672-3\_23},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/SunLFWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiDZWZW23,
author = {Yifan Li and
Yifan Du and
Kun Zhou and
Jinpeng Wang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Evaluating Object Hallucination in Large Vision-Language Models},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {292--305},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.20},
doi = {10.18653/V1/2023.EMNLP-MAIN.20},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiDZWZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiangZZLW23,
author = {Jinhao Jiang and
Kun Zhou and
Wayne Xin Zhao and
Yaliang Li and
Ji{-}Rong Wen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained
Language Models for Question Answering over Knowledge Graph},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {3721--3735},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.228},
doi = {10.18653/V1/2023.EMNLP-MAIN.228},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiangZZLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiCZNW23,
author = {Junyi Li and
Xiaoxue Cheng and
Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {HaluEval: {A} Large-Scale Hallucination Evaluation Benchmark for Large
Language Models},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {6449--6464},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.397},
doi = {10.18653/V1/2023.EMNLP-MAIN.397},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiCZNW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiangZDYZW23,
author = {Jinhao Jiang and
Kun Zhou and
Zican Dong and
Keming Ye and
Xin Zhao and
Ji{-}Rong Wen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {StructGPT: {A} General Framework for Large Language Model to Reason
over Structured Data},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {9237--9251},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.574},
doi = {10.18653/V1/2023.EMNLP-MAIN.574},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiangZDYZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangTZWW23,
author = {Xiaolei Wang and
Xinyu Tang and
Xin Zhao and
Jingyuan Wang and
Ji{-}Rong Wen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Rethinking the Evaluation for Conversational Recommendation in the
Era of Large Language Models},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {10052--10065},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.621},
doi = {10.18653/V1/2023.EMNLP-MAIN.621},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangTZWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangTZZSXW23,
author = {Haoyang Huang and
Tianyi Tang and
Dongdong Zhang and
Xin Zhao and
Ting Song and
Yan Xia and
Furu Wei},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Not All Languages Are Created Equal in LLMs: Improving Multilingual
Capability by Cross-Lingual-Thought Prompting},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {12365--12394},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.826},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.826},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuangTZZSXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuGCZW23,
author = {Peiyu Liu and
Ze{-}Feng Gao and
Yushuo Chen and
Xin Zhao and
Ji{-}Rong Wen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Enhancing Scalability of Pre-trained Language Models via Efficient
Parameter Sharing},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {13771--13785},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.920},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.920},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiuGCZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChenZZGZW23,
author = {Zhipeng Chen and
Kun Zhou and
Beichen Zhang and
Zheng Gong and
Xin Zhao and
Ji{-}Rong Wen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large
Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {14777--14790},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.985},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.985},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ChenZZGZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RenQLZWDWWW23,
author = {Ruiyang Ren and
Yingqi Qu and
Jing Liu and
Xin Zhao and
Qifei Wu and
Yuchen Ding and
Hua Wu and
Haifeng Wang and
Ji{-}Rong Wen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {A Thorough Examination on Zero-shot Dense Retrieval},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {15783--15796},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.1057},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.1057},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/RenQLZWDWWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiangZ0W23,
author = {Jinhao Jiang and
Kun Zhou and
Xin Zhao and
Ji{-}Rong Wen},
title = {UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question
Answering Over Knowledge Graph},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=Z63RvyAZ2Vh},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiangZ0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0009ZZW23,
author = {Yifan Li and
Kun Zhou and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Diffusion Models for Non-autoregressive Text Generation: {A} Survey},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6692--6701},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/750},
doi = {10.24963/IJCAI.2023/750},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0009ZZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangZTZPCW23,
author = {Xiaolei Wang and
Kun Zhou and
Xinyu Tang and
Wayne Xin Zhao and
Fan Pan and
Zhao Cao and
Ji{-}Rong Wen},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Improving Conversational Recommendation Systems via Counterfactual
Data Simulation},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2398--2408},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599387},
doi = {10.1145/3580305.3599387},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangZTZPCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoZZGCZWSWLH23,
author = {Xin Zhao and
Kun Zhou and
Beichen Zhang and
Zheng Gong and
Zhipeng Chen and
Yuanhang Zhou and
Ji{-}Rong Wen and
Jing Sha and
Shijin Wang and
Cong Liu and
Guoping Hu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {JiuZhang 2.0: {A} Unified Chinese Pre-trained Language Model for Multi-task
Mathematical Problem Solving},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5660--5672},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599850},
doi = {10.1145/3580305.3599850},
timestamp = {Wed, 30 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoZZGCZWSWLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/LinRX0WX0SZJ023,
author = {Hongpeng Lin and
Ludan Ruan and
Wenke Xia and
Peiyu Liu and
Jingyuan Wen and
Yixin Xu and
Di Hu and
Ruihua Song and
Wayne Xin Zhao and
Qin Jin and
Zhiwu Lu},
editor = {Abdulmotaleb El{-}Saddik and
Tao Mei and
Rita Cucchiara and
Marco Bertini and
Diana Patricia Tobon Vallejo and
Pradeep K. Atrey and
M. Shamim Hossain},
title = {TikTalk: {A} Video-Based Dialogue Dataset for Multi-Modal Chitchat
in Real World},
booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia,
{MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
pages = {1303--1313},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581783.3612425},
doi = {10.1145/3581783.3612425},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/mm/LinRX0WX0SZJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenZWDDTZCZW23,
author = {Xu Chen and
Jingsen Zhang and
Lei Wang and
Quanyu Dai and
Zhenhua Dong and
Ruiming Tang and
Rui Zhang and
Li Chen and
Xin Zhao and
Ji{-}Rong Wen},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{REASONER:} An Explainable Recommendation Dataset with Comprehensive
Labeling Ground Truths},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/2ebf43d20e5933ab6d98225bbb908ade-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenZWDDTZCZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang0WZS0W23,
author = {Beichen Zhang and
Kun Zhou and
Xilin Wei and
Xin Zhao and
Jing Sha and
Shijin Wang and
Ji{-}Rong Wen},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Evaluating and Improving Tool-Augmented Computation-Intensive Math
Reasoning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4a47dd69242d5af908cdd5d51c971cbf-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Zhang0WZS0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpcc/GuoYLQTZ23,
author = {Geyang Guo and
Jiarong Yang and
Fengyuan Lu and
Jiaxin Qin and
Tianyi Tang and
Wayne Xin Zhao},
editor = {Fei Liu and
Nan Duan and
Qingting Xu and
Yu Hong},
title = {Towards Effective Ancient Chinese Translation: Dataset, Model, and
Evaluation},
booktitle = {Natural Language Processing and Chinese Computing - 12th National
{CCF} Conference, {NLPCC} 2023, Foshan, China, October 12-15, 2023,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14303},
pages = {416--427},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44696-2\_33},
doi = {10.1007/978-3-031-44696-2\_33},
timestamp = {Wed, 11 Oct 2023 18:49:12 +0200},
biburl = {https://dblp.org/rec/conf/nlpcc/GuoYLQTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouLGZJDW23,
author = {Kun Zhou and
Xiao Liu and
Yeyun Gong and
Wayne Xin Zhao and
Daxin Jiang and
Nan Duan and
Ji{-}Rong Wen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{MASTER:} Multi-task Pre-trained Bottlenecked Masked Autoencoders
Are Better Dense Retrievers},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {630--647},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_37},
doi = {10.1007/978-3-031-43415-0\_37},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouLGZJDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhengHZSZ23,
author = {Bowen Zheng and
Yupeng Hou and
Wayne Xin Zhao and
Yang Song and
Hengshu Zhu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Reciprocal Sequential Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {89--100},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608798},
doi = {10.1145/3604915.3608798},
timestamp = {Tue, 30 Jul 2024 20:55:53 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhengHZSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhaoZWZPCW23,
author = {Zhipeng Zhao and
Kun Zhou and
Xiaolei Wang and
Wayne Xin Zhao and
Fan Pan and
Zhao Cao and
Ji{-}Rong Wen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Alleviating the Long-Tail Problem in Conversational Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {374--385},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608812},
doi = {10.1145/3604915.3608812},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/ZhaoZWZPCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SunXZZLW23,
author = {Wenqi Sun and
Ruobing Xie and
Junjie Zhang and
Wayne Xin Zhao and
Leyu Lin and
Ji{-}Rong Wen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Generative Next-Basket Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {737--743},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608823},
doi = {10.1145/3604915.3608823},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SunXZZLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/TianBZWC23,
author = {Zhen Tian and
Ting Bai and
Wayne Xin Zhao and
Ji{-}Rong Wen and
Zhao Cao},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {EulerNet: Adaptive Feature Interaction Learning via Euler's Formula
for {CTR} Prediction},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {1376--1385},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591681},
doi = {10.1145/3539618.3591681},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/TianBZWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XuTZZWZLTZHPZCW23,
author = {Lanling Xu and
Zhen Tian and
Gaowei Zhang and
Junjie Zhang and
Lei Wang and
Bowen Zheng and
Yifan Li and
Jiakai Tang and
Zeyu Zhang and
Yupeng Hou and
Xingyu Pan and
Wayne Xin Zhao and
Xu Chen and
Ji{-}Rong Wen},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Towards a More User-Friendly and Easy-to-Use Benchmark Library for
Recommender Systems},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2837--2847},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591889},
doi = {10.1145/3539618.3591889},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/XuTZZWZLTZHPZCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TianBZXLWZ23,
author = {Zhen Tian and
Ting Bai and
Zibin Zhang and
Zhiyuan Xu and
Kangyi Lin and
Ji{-}Rong Wen and
Wayne Xin Zhao},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Directed Acyclic Graph Factorization Machines for {CTR} Prediction
via Knowledge Distillation},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {715--723},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570384},
doi = {10.1145/3539597.3570384},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/TianBZXLWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HouHMZ23,
author = {Yupeng Hou and
Zhankui He and
Julian J. McAuley and
Wayne Xin Zhao},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Learning Vector-Quantized Item Representation for Transferable Sequential
Recommenders},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1162--1171},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583434},
doi = {10.1145/3543507.3583434},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/HouHMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05880,
author = {Hongpeng Lin and
Ludan Ruan and
Wenke Xia and
Peiyu Liu and
Jingyuan Wen and
Yixin Xu and
Di Hu and
Ruihua Song and
Wayne Xin Zhao and
Qin Jin and
Zhiwu Lu},
title = {TikTalk: {A} Multi-Modal Dialogue Dataset for Real-World Chitchat},
journal = {CoRR},
volume = {abs/2301.05880},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05880},
doi = {10.48550/ARXIV.2301.05880},
eprinttype = {arXiv},
eprint = {2301.05880},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-07103,
author = {Wenjun Jiang and
Wayne Xin Zhao and
Jingyuan Wang and
Jiawei Jiang},
title = {Continuous Trajectory Generation Based on Two-Stage {GAN}},
journal = {CoRR},
volume = {abs/2301.07103},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.07103},
doi = {10.48550/ARXIV.2301.07103},
eprinttype = {arXiv},
eprint = {2301.07103},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-07103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-07945,
author = {Jiawei Jiang and
Chengkai Han and
Wayne Xin Zhao and
Jingyuan Wang},
title = {PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for
Traffic Flow Prediction},
journal = {CoRR},
volume = {abs/2301.07945},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.07945},
doi = {10.48550/ARXIV.2301.07945},
eprinttype = {arXiv},
eprint = {2301.07945},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-07945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02636,
author = {Shanlei Mu and
Penghui Wei and
Wayne Xin Zhao and
Shaoguo Liu and
Liang Wang and
Bo Zheng},
title = {Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking},
journal = {CoRR},
volume = {abs/2302.02636},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02636},
doi = {10.48550/ARXIV.2302.02636},
eprinttype = {arXiv},
eprint = {2302.02636},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14502,
author = {Zican Dong and
Tianyi Tang and
Junyi Li and
Wayne Xin Zhao},
title = {A Survey on Long Text Modeling with Transformers},
journal = {CoRR},
volume = {abs/2302.14502},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14502},
doi = {10.48550/ARXIV.2302.14502},
eprinttype = {arXiv},
eprint = {2302.14502},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06574,
author = {Yifan Li and
Kun Zhou and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Diffusion Models for Non-autoregressive Text Generation: {A} Survey},
journal = {CoRR},
volume = {abs/2303.06574},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06574},
doi = {10.48550/ARXIV.2303.06574},
eprinttype = {arXiv},
eprint = {2303.06574},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-16753,
author = {Peiyu Liu and
Ze{-}Feng Gao and
Yushuo Chen and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Scaling Pre-trained Language Models to Deeper via Parameter-efficient
Architecture},
journal = {CoRR},
volume = {abs/2303.16753},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.16753},
doi = {10.48550/ARXIV.2303.16753},
eprinttype = {arXiv},
eprint = {2303.16753},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-16753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-18223,
author = {Wayne Xin Zhao and
Kun Zhou and
Junyi Li and
Tianyi Tang and
Xiaolei Wang and
Yupeng Hou and
Yingqian Min and
Beichen Zhang and
Junjie Zhang and
Zican Dong and
Yifan Du and
Chen Yang and
Yushuo Chen and
Zhipeng Chen and
Jinhao Jiang and
Ruiyang Ren and
Yifan Li and
Xinyu Tang and
Zikang Liu and
Peiyu Liu and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {A Survey of Large Language Models},
journal = {CoRR},
volume = {abs/2303.18223},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.18223},
doi = {10.48550/ARXIV.2303.18223},
eprinttype = {arXiv},
eprint = {2303.18223},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-18223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10711,
author = {Zhen Tian and
Ting Bai and
Wayne Xin Zhao and
Ji{-}Rong Wen and
Zhao Cao},
title = {EulerNet: Adaptive Feature Interaction Learning via Euler's Formula
for {CTR} Prediction},
journal = {CoRR},
volume = {abs/2304.10711},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10711},
doi = {10.48550/ARXIV.2304.10711},
eprinttype = {arXiv},
eprint = {2304.10711},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12519,
author = {Junyi Li and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {RenderDiffusion: Text Generation as Image Generation},
journal = {CoRR},
volume = {abs/2304.12519},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12519},
doi = {10.48550/ARXIV.2304.12519},
eprinttype = {arXiv},
eprint = {2304.12519},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14343,
author = {Jingyuan Wang and
Jiawei Jiang and
Wenjun Jiang and
Chengkai Han and
Wayne Xin Zhao},
title = {Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction:
{A} Unified Library and Performance Benchmark},
journal = {CoRR},
volume = {abs/2304.14343},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14343},
doi = {10.48550/ARXIV.2304.14343},
eprinttype = {arXiv},
eprint = {2304.14343},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04044,
author = {Kun Zhou and
Yifan Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive
Text Generation},
journal = {CoRR},
volume = {abs/2305.04044},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04044},
doi = {10.48550/ARXIV.2305.04044},
eprinttype = {arXiv},
eprint = {2305.04044},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04798,
author = {Chenzhan Shang and
Yupeng Hou and
Wayne Xin Zhao and
Yaliang Li and
Jing Zhang},
title = {Multi-grained Hypergraph Interest Modeling for Conversational Recommendation},
journal = {CoRR},
volume = {abs/2305.04798},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04798},
doi = {10.48550/ARXIV.2305.04798},
eprinttype = {arXiv},
eprint = {2305.04798},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-07001,
author = {Junjie Zhang and
Ruobing Xie and
Yupeng Hou and
Wayne Xin Zhao and
Leyu Lin and
Ji{-}Rong Wen},
title = {Recommendation as Instruction Following: {A} Large Language Model
Empowered Recommendation Approach},
journal = {CoRR},
volume = {abs/2305.07001},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.07001},
doi = {10.48550/ARXIV.2305.07001},
eprinttype = {arXiv},
eprint = {2305.07001},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-07001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-07004,
author = {Haoyang Huang and
Tianyi Tang and
Dongdong Zhang and
Wayne Xin Zhao and
Ting Song and
Yan Xia and
Furu Wei},
title = {Not All Languages Are Created Equal in LLMs: Improving Multilingual
Capability by Cross-Lingual-Thought Prompting},
journal = {CoRR},
volume = {abs/2305.07004},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.07004},
doi = {10.48550/ARXIV.2305.07004},
eprinttype = {arXiv},
eprint = {2305.07004},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-07004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08845,
author = {Yupeng Hou and
Junjie Zhang and
Zihan Lin and
Hongyu Lu and
Ruobing Xie and
Julian J. McAuley and
Wayne Xin Zhao},
title = {Large Language Models are Zero-Shot Rankers for Recommender Systems},
journal = {CoRR},
volume = {abs/2305.08845},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08845},
doi = {10.48550/ARXIV.2305.08845},
eprinttype = {arXiv},
eprint = {2305.08845},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09645,
author = {Jinhao Jiang and
Kun Zhou and
Zican Dong and
Keming Ye and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {StructGPT: {A} General Framework for Large Language Model to Reason
over Structured Data},
journal = {CoRR},
volume = {abs/2305.09645},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09645},
doi = {10.48550/ARXIV.2305.09645},
eprinttype = {arXiv},
eprint = {2305.09645},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10355,
author = {Yifan Li and
Yifan Du and
Kun Zhou and
Jinpeng Wang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Evaluating Object Hallucination in Large Vision-Language Models},
journal = {CoRR},
volume = {abs/2305.10355},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10355},
doi = {10.48550/ARXIV.2305.10355},
eprinttype = {arXiv},
eprint = {2305.10355},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10998,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Jingyuan Wang and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {The Web Can Be Your Oyster for Improving Large Language Models},
journal = {CoRR},
volume = {abs/2305.10998},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10998},
doi = {10.48550/ARXIV.2305.10998},
eprinttype = {arXiv},
eprint = {2305.10998},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11161,
author = {Ruiyang Ren and
Wayne Xin Zhao and
Jing Liu and
Hua Wu and
Ji{-}Rong Wen and
Haifeng Wang},
title = {{TOME:} {A} Two-stage Approach for Model-based Retrieval},
journal = {CoRR},
volume = {abs/2305.11161},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11161},
doi = {10.48550/ARXIV.2305.11161},
eprinttype = {arXiv},
eprint = {2305.11161},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11747,
author = {Junyi Li and
Xiaoxue Cheng and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {HaluEval: {A} Large-Scale Hallucination Evaluation Benchmark for Large
Language Models},
journal = {CoRR},
volume = {abs/2305.11747},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11747},
doi = {10.48550/ARXIV.2305.11747},
eprinttype = {arXiv},
eprint = {2305.11747},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13112,
author = {Xiaolei Wang and
Xinyu Tang and
Wayne Xin Zhao and
Jingyuan Wang and
Ji{-}Rong Wen},
title = {Rethinking the Evaluation for Conversational Recommendation in the
Era of Large Language Models},
journal = {CoRR},
volume = {abs/2305.13112},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13112},
doi = {10.48550/ARXIV.2305.13112},
eprinttype = {arXiv},
eprint = {2305.13112},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14323,
author = {Zhipeng Chen and
Kun Zhou and
Beichen Zhang and
Zheng Gong and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large
Language Models},
journal = {CoRR},
volume = {abs/2305.14323},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14323},
doi = {10.48550/ARXIV.2305.14323},
eprinttype = {arXiv},
eprint = {2305.14323},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15067,
author = {Tianyi Tang and
Hongyuan Lu and
Yuchen Eleanor Jiang and
Haoyang Huang and
Dongdong Zhang and
Wayne Xin Zhao and
Furu Wei},
title = {Not All Metrics Are Guilty: Improving {NLG} Evaluation with {LLM}
Paraphrasing},
journal = {CoRR},
volume = {abs/2305.15067},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15067},
doi = {10.48550/ARXIV.2305.15067},
eprinttype = {arXiv},
eprint = {2305.15067},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16944,
author = {Tianyi Tang and
Yushuo Chen and
Yifan Du and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Learning to Imagine: Visually-Augmented Natural Language Generation},
journal = {CoRR},
volume = {abs/2305.16944},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16944},
doi = {10.48550/ARXIV.2305.16944},
eprinttype = {arXiv},
eprint = {2305.16944},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17006,
author = {Yifan Du and
Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Zero-shot Visual Question Answering with Language Model Feedback},
journal = {CoRR},
volume = {abs/2305.17006},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17006},
doi = {10.48550/ARXIV.2305.17006},
eprinttype = {arXiv},
eprint = {2305.17006},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02408,
author = {Beichen Zhang and
Kun Zhou and
Xilin Wei and
Wayne Xin Zhao and
Jing Sha and
Shijin Wang and
Ji{-}Rong Wen},
title = {Evaluating and Improving Tool-Augmented Computation-Intensive Math
Reasoning},
journal = {CoRR},
volume = {abs/2306.02408},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02408},
doi = {10.48550/ARXIV.2306.02408},
eprinttype = {arXiv},
eprint = {2306.02408},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02552,
author = {Lei Wang and
Jingsen Zhang and
Xu Chen and
Yankai Lin and
Ruihua Song and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {RecAgent: {A} Novel Simulation Paradigm for Recommender Systems},
journal = {CoRR},
volume = {abs/2306.02552},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02552},
doi = {10.48550/ARXIV.2306.02552},
eprinttype = {arXiv},
eprint = {2306.02552},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02842,
author = {Xiaolei Wang and
Kun Zhou and
Xinyu Tang and
Wayne Xin Zhao and
Fan Pan and
Zhao Cao and
Ji{-}Rong Wen},
title = {Improving Conversational Recommendation Systems via Counterfactual
Data Simulation},
journal = {CoRR},
volume = {abs/2306.02842},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02842},
doi = {10.48550/ARXIV.2306.02842},
eprinttype = {arXiv},
eprint = {2306.02842},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11027,
author = {Wayne Xin Zhao and
Kun Zhou and
Beichen Zhang and
Zheng Gong and
Zhipeng Chen and
Yuanhang Zhou and
Ji{-}Rong Wen and
Jing Sha and
Shijin Wang and
Cong Liu and
Guoping Hu},
title = {JiuZhang 2.0: {A} Unified Chinese Pre-trained Language Model for Multi-task
Mathematical Problem Solving},
journal = {CoRR},
volume = {abs/2306.11027},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11027},
doi = {10.48550/ARXIV.2306.11027},
eprinttype = {arXiv},
eprint = {2306.11027},
timestamp = {Wed, 30 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14712,
author = {Bowen Zheng and
Yupeng Hou and
Wayne Xin Zhao and
Yang Song and
Hengshu Zhu},
title = {Reciprocal Sequential Recommendation},
journal = {CoRR},
volume = {abs/2306.14712},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14712},
doi = {10.48550/ARXIV.2306.14712},
eprinttype = {arXiv},
eprint = {2306.14712},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08072,
author = {Peiyu Liu and
Zikang Liu and
Ze{-}Feng Gao and
Dawei Gao and
Wayne Xin Zhao and
Yaliang Li and
Bolin Ding and
Ji{-}Rong Wen},
title = {Do Emergent Abilities Exist in Quantized Large Language Models: An
Empirical Study},
journal = {CoRR},
volume = {abs/2307.08072},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08072},
doi = {10.48550/ARXIV.2307.08072},
eprinttype = {arXiv},
eprint = {2307.08072},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11019,
author = {Ruiyang Ren and
Yuhao Wang and
Yingqi Qu and
Wayne Xin Zhao and
Jing Liu and
Hao Tian and
Hua Wu and
Ji{-}Rong Wen and
Haifeng Wang},
title = {Investigating the Factual Knowledge Boundary of Large Language Models
with Retrieval Augmentation},
journal = {CoRR},
volume = {abs/2307.11019},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11019},
doi = {10.48550/ARXIV.2307.11019},
eprinttype = {arXiv},
eprint = {2307.11019},
timestamp = {Wed, 13 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11650,
author = {Zhipeng Zhao and
Kun Zhou and
Xiaolei Wang and
Wayne Xin Zhao and
Fan Pan and
Zhao Cao and
Ji{-}Rong Wen},
title = {Alleviating the Long-Tail Problem in Conversational Recommender Systems},
journal = {CoRR},
volume = {abs/2307.11650},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11650},
doi = {10.48550/ARXIV.2307.11650},
eprinttype = {arXiv},
eprint = {2307.11650},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00240,
author = {Geyang Guo and
Jiarong Yang and
Fengyuan Lu and
Jiaxin Qin and
Tianyi Tang and
Wayne Xin Zhao},
title = {Towards Effective Ancient Chinese Translation: Dataset, Model, and
Evaluation},
journal = {CoRR},
volume = {abs/2308.00240},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00240},
doi = {10.48550/ARXIV.2308.00240},
eprinttype = {arXiv},
eprint = {2308.00240},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11432,
author = {Lei Wang and
Chen Ma and
Xueyang Feng and
Zeyu Zhang and
Hao Yang and
Jingsen Zhang and
Zhiyuan Chen and
Jiakai Tang and
Xu Chen and
Yankai Lin and
Wayne Xin Zhao and
Zhewei Wei and
Ji{-}Rong Wen},
title = {A Survey on Large Language Model based Autonomous Agents},
journal = {CoRR},
volume = {abs/2308.11432},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11432},
doi = {10.48550/ARXIV.2308.11432},
eprinttype = {arXiv},
eprint = {2308.11432},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12899,
author = {Jiawei Jiang and
Chengkai Han and
Wayne Xin Zhao and
Jingyuan Wang},
title = {Unified Data Management and Comprehensive Performance Evaluation for
Urban Spatial-Temporal Prediction [Experiment, Analysis {\&} Benchmark]},
journal = {CoRR},
volume = {abs/2308.12899},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12899},
doi = {10.48550/ARXIV.2308.12899},
eprinttype = {arXiv},
eprint = {2308.12899},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13345,
author = {Zican Dong and
Tianyi Tang and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {{BAMBOO:} {A} Comprehensive Benchmark for Evaluating Long Text Modeling
Capacities of Large Language Models},
journal = {CoRR},
volume = {abs/2309.13345},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13345},
doi = {10.48550/ARXIV.2309.13345},
eprinttype = {arXiv},
eprint = {2309.13345},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09233,
author = {Junjie Zhang and
Yupeng Hou and
Ruobing Xie and
Wenqi Sun and
Julian J. McAuley and
Wayne Xin Zhao and
Leyu Lin and
Ji{-}Rong Wen},
title = {AgentCF: Collaborative Learning with Autonomous Language Agents for
Recommender Systems},
journal = {CoRR},
volume = {abs/2310.09233},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09233},
doi = {10.48550/ARXIV.2310.09233},
eprinttype = {arXiv},
eprint = {2310.09233},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01487,
author = {Yifan Du and
Hangyu Guo and
Kun Zhou and
Wayne Xin Zhao and
Jinpeng Wang and
Chuyuan Wang and
Mingchen Cai and
Ruihua Song and
Ji{-}Rong Wen},
title = {What Makes for Good Visual Instructions? Synthesizing Complex Visual
Reasoning Instructions for Visual Instruction Tuning},
journal = {CoRR},
volume = {abs/2311.01487},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01487},
doi = {10.48550/ARXIV.2311.01487},
eprinttype = {arXiv},
eprint = {2311.01487},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01831,
author = {Wenqi Sun and
Ruobing Xie and
Shuqing Bian and
Wayne Xin Zhao and
Jie Zhou},
title = {Universal Multi-modal Multi-domain Pre-trained Recommendation},
journal = {CoRR},
volume = {abs/2311.01831},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01831},
doi = {10.48550/ARXIV.2311.01831},
eprinttype = {arXiv},
eprint = {2311.01831},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01964,
author = {Kun Zhou and
Yutao Zhu and
Zhipeng Chen and
Wentong Chen and
Wayne Xin Zhao and
Xu Chen and
Yankai Lin and
Ji{-}Rong Wen and
Jiawei Han},
title = {Don't Make Your {LLM} an Evaluation Benchmark Cheater},
journal = {CoRR},
volume = {abs/2311.01964},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01964},
doi = {10.48550/ARXIV.2311.01964},
eprinttype = {arXiv},
eprint = {2311.01964},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04072,
author = {Geyang Guo and
Ranchi Zhao and
Tianyi Tang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment},
journal = {CoRR},
volume = {abs/2311.04072},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04072},
doi = {10.48550/ARXIV.2311.04072},
eprinttype = {arXiv},
eprint = {2311.04072},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09049,
author = {Bowen Zheng and
Yupeng Hou and
Hongyu Lu and
Yu Chen and
Wayne Xin Zhao and
Ming Chen and
Ji{-}Rong Wen},
title = {Adapting Large Language Models by Integrating Collaborative Semantics
for Recommendation},
journal = {CoRR},
volume = {abs/2311.09049},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09049},
doi = {10.48550/ARXIV.2311.09049},
eprinttype = {arXiv},
eprint = {2311.09049},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11351,
author = {Gaowei Zhang and
Yupeng Hou and
Hongyu Lu and
Yu Chen and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Scaling Law of Large Sequential Recommendation Models},
journal = {CoRR},
volume = {abs/2311.11351},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.11351},
doi = {10.48550/ARXIV.2311.11351},
eprinttype = {arXiv},
eprint = {2311.11351},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-11351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15493,
author = {Zhen Tian and
Changwang Zhang and
Wayne Xin Zhao and
Xin Zhao and
Ji{-}Rong Wen and
Zhao Cao},
title = {{UFIN:} Universal Feature Interaction Network for Multi-Domain Click-Through
Rate Prediction},
journal = {CoRR},
volume = {abs/2311.15493},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15493},
doi = {10.48550/ARXIV.2311.15493},
eprinttype = {arXiv},
eprint = {2311.15493},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15493,
author = {Zhen Tian and
Changwang Zhang and
Wayne Xin Zhao and
Xin Zhao and
Ji{-}Rong Wen and
Zhao Cao},
title = {{UFIN:} Universal Feature Interaction Network for Multi-Domain Click-Through
Rate Prediction},
journal = {CoRR},
volume = {abs/2311.15493},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15493},
doi = {10.48550/ARXIV.2311.15493},
eprinttype = {arXiv},
eprint = {2311.15493},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/LiXZZTZH22,
author = {Shuokai Li and
Ruobing Xie and
Yongchun Zhu and
Fuzhen Zhuang and
Zhenwei Tang and
Wayne Xin Zhao and
Qing He},
title = {Self-Supervised learning for Conversational Recommendation},
journal = {Inf. Process. Manag.},
volume = {59},
number = {6},
pages = {103067},
year = {2022},
url = {https://doi.org/10.1016/j.ipm.2022.103067},
doi = {10.1016/J.IPM.2022.103067},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/LiXZZTZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangWZ22,
author = {Jingyuan Wang and
Ning Wu and
Wayne Xin Zhao},
title = {Personalized Route Recommendation With Neural Network Enhanced Search
Algorithm},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {12},
pages = {5910--5924},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2021.3068479},
doi = {10.1109/TKDE.2021.3068479},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/MuLZLW22,
author = {Shanlei Mu and
Yaliang Li and
Wayne Xin Zhao and
Siqing Li and
Ji{-}Rong Wen},
title = {Knowledge-Guided Disentangled Representation Learning for Recommender
Systems},
journal = {{ACM} Trans. Inf. Syst.},
volume = {40},
number = {1},
pages = {6:1--6:26},
year = {2022},
url = {https://doi.org/10.1145/3464304},
doi = {10.1145/3464304},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/MuLZLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/LiLZDW22,
author = {Siqing Li and
Yaliang Li and
Wayne Xin Zhao and
Bolin Ding and
Ji{-}Rong Wen},
title = {Interpretable Aspect-Aware Capsule Network for Peer Review Based Citation
Count Prediction},
journal = {{ACM} Trans. Inf. Syst.},
volume = {40},
number = {1},
pages = {11:1--11:29},
year = {2022},
url = {https://doi.org/10.1145/3466640},
doi = {10.1145/3466640},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/LiLZDW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GongZZSWW22,
author = {Zheng Gong and
Kun Zhou and
Wayne Xin Zhao and
Jing Sha and
Shijin Wang and
Ji{-}Rong Wen},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Continual Pre-training of Language Models for Math Problem Understanding
with Syntax-Aware Memory Network},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {5923--5933},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.408},
doi = {10.18653/V1/2022.ACL-LONG.408},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GongZZSWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouZZW22,
author = {Kun Zhou and
Beichen Zhang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Debiased Contrastive Learning of Unsupervised Sentence Representations},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {6120--6130},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.423},
doi = {10.18653/V1/2022.ACL-LONG.423},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhouZZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccir/MuHZLD22,
author = {Shanlei Mu and
Yupeng Hou and
Wayne Xin Zhao and
Yaliang Li and
Bolin Ding},
editor = {Yi Chang and
Xiaofei Zhu},
title = {ID-Agnostic User Behavior Pre-training for Sequential Recommendation},
booktitle = {Information Retrieval - 28th China Conference, {CCIR} 2022, Chongqing,
China, September 16-18, 2022, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13819},
pages = {16--27},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24755-2\_2},
doi = {10.1007/978-3-031-24755-2\_2},
timestamp = {Tue, 14 Feb 2023 11:21:56 +0100},
biburl = {https://dblp.org/rec/conf/ccir/MuHZLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RenWZ22,
author = {Houxing Ren and
Jingyuan Wang and
Wayne Xin Zhao},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {{RSD:} {A} Reinforced Siamese Network with Domain Knowledge for Early
Diagnosis},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {1675--1684},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557440},
doi = {10.1145/3511808.3557440},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/RenWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TianLBWZ22,
author = {Changxin Tian and
Zihan Lin and
Shuqing Bian and
Jinpeng Wang and
Wayne Xin Zhao},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Temporal Contrastive Pre-Training for Sequential Recommendation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {1925--1934},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557468},
doi = {10.1145/3511808.3557468},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/TianLBWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BianZWW22,
author = {Shuqing Bian and
Wayne Xin Zhao and
Jinpeng Wang and
Ji{-}Rong Wen},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework
for Sequential Recommendation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2923--2932},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557071},
doi = {10.1145/3511808.3557071},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/BianZWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PanCTLW0Z22,
author = {Xingyu Pan and
Yushuo Chen and
Changxin Tian and
Zihan Lin and
Jinpeng Wang and
He Hu and
Wayne Xin Zhao},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Multimodal Meta-Learning for Cold-Start Sequential Recommendation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3421--3430},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557101},
doi = {10.1145/3511808.3557101},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/PanCTLW0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoHPYZLZBTSCX22,
author = {Wayne Xin Zhao and
Yupeng Hou and
Xingyu Pan and
Chen Yang and
Zeyu Zhang and
Zihan Lin and
Jingsen Zhang and
Shuqing Bian and
Jiakai Tang and
Wenqi Sun and
Yushuo Chen and
Lanling Xu and
Gaowei Zhang and
Zhen Tian and
Changxin Tian and
Shanlei Mu and
Xinyan Fan and
Xu Chen and
Ji{-}Rong Wen},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {RecBole 2.0: Towards a More Up-to-Date Recommendation Library},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {4722--4726},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557680},
doi = {10.1145/3511808.3557680},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoHPYZLZBTSCX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/Gao0ZLW22,
author = {Ze{-}Feng Gao and
Peiyu Liu and
Wayne Xin Zhao and
Zhong{-}Yi Lu and
Ji{-}Rong Wen},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained
Language Models},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {3263--3273},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.288},
timestamp = {Thu, 13 Oct 2022 17:29:38 +0200},
biburl = {https://dblp.org/rec/conf/coling/Gao0ZLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/TangLZW22,
author = {Tianyi Tang and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Context-Tuning: Learning Contextualized Prompts for Natural Language
Generation},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {6340--6354},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.552},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/TangLZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/HouPZBSZW22,
author = {Yupeng Hou and
Xingyu Pan and
Wayne Xin Zhao and
Shuqing Bian and
Yang Song and
Tao Zhang and
Ji{-}Rong Wen},
editor = {Arnab Bhattacharya and
Janice Lee and
Mong Li and
Divyakant Agrawal and
P. Krishna Reddy and
Mukesh K. Mohania and
Anirban Mondal and
Vikram Goyal and
Rage Uday Kiran},
title = {Leveraging Search History for Improving Person-Job Fit},
booktitle = {Database Systems for Advanced Applications - 27th International Conference,
{DASFAA} 2022, Virtual Event, April 11-14, 2022, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {13245},
pages = {38--54},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-00123-9\_3},
doi = {10.1007/978-3-031-00123-9\_3},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/HouPZBSZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TangLCHYDZNW22,
author = {Tianyi Tang and
Junyi Li and
Zhipeng Chen and
Yiwen Hu and
Zhuohao Yu and
Wenxun Dai and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
editor = {Wanxiang Che and
Ekaterina Shutova},
title = {TextBox 2.0: {A} Text Generation Library with Pre-trained Language
Models},
booktitle = {Proceedings of the The 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022 - System Demonstrations, Abu Dhabi,
UAE, December 7-11, 2022},
pages = {435--444},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-demos.42},
doi = {10.18653/V1/2022.EMNLP-DEMOS.42},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/TangLCHYDZNW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhouGLZSDLMWD22,
author = {Kun Zhou and
Yeyun Gong and
Xiao Liu and
Wayne Xin Zhao and
Yelong Shen and
Anlei Dong and
Jingwen Lu and
Rangan Majumder and
Ji{-}Rong Wen and
Nan Duan},
editor = {Yunyao Li and
Angeliki Lazaridou},
title = {SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing: {EMNLP} 2022 - Industry Track, Abu Dhabi, UAE,
December 7 - 11, 2022},
pages = {548--559},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-industry.56},
doi = {10.18653/V1/2022.EMNLP-INDUSTRY.56},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhouGLZSDLMWD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiTZNW22,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {{ELMER:} {A} Non-Autoregressive Pre-trained Language Model for Efficient
and Effective Text Generation},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {1044--1058},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.68},
doi = {10.18653/V1/2022.EMNLP-MAIN.68},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiTZNW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HouZLW22,
author = {Yupeng Hou and
Wayne Xin Zhao and
Yaliang Li and
Ji{-}Rong Wen},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Privacy-Preserved Neural Graph Similarity Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {191--200},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00029},
doi = {10.1109/ICDM54844.2022.00029},
timestamp = {Thu, 02 Feb 2023 13:50:02 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HouZLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DuLLZ22,
author = {Yifan Du and
Zikang Liu and
Junyi Li and
Wayne Xin Zhao},
editor = {Luc De Raedt},
title = {A Survey of Vision-Language Pre-Trained Models},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5436--5443},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/762},
doi = {10.24963/IJCAI.2022/762},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DuLLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZanWZZWZWGW22,
author = {Daoguang Zan and
Sirui Wang and
Hongzhi Zhang and
Kun Zhou and
Wei Wu and
Wayne Xin Zhao and
Bingchao Wu and
Bei Guan and
Yongji Wang},
title = {Complex Question Answering over Incomplete Knowledge Graph as N-ary
Link Prediction},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892700},
doi = {10.1109/IJCNN55064.2022.9892700},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZanWZZWZWGW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HouMZLDW22,
author = {Yupeng Hou and
Shanlei Mu and
Wayne Xin Zhao and
Yaliang Li and
Bolin Ding and
Ji{-}Rong Wen},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Towards Universal Sequence Representation Learning for Recommender
Systems},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {585--593},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539381},
doi = {10.1145/3534678.3539381},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HouMZLDW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangZWZ22,
author = {Xiaolei Wang and
Kun Zhou and
Ji{-}Rong Wen and
Wayne Xin Zhao},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Towards Unified Conversational Recommender Systems via Knowledge-Enhanced
Prompt Learning},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1929--1937},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539382},
doi = {10.1145/3534678.3539382},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LinWMZWJW22,
author = {Zihan Lin and
Hui Wang and
Jingshu Mao and
Wayne Xin Zhao and
Cheng Wang and
Peng Jiang and
Ji{-}Rong Wen},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Feature-aware Diversified Re-ranking with Disentangled Representations
for Relevant Recommendation},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3327--3335},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539130},
doi = {10.1145/3534678.3539130},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LinWMZWJW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RenWZ22,
author = {Houxing Ren and
Jingyuan Wang and
Wayne Xin Zhao},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Generative Adversarial Networks Enhanced Pre-training for Insufficient
Electronic Health Records Modeling},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3810--3818},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539020},
doi = {10.1145/3534678.3539020},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RenWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoZGZZS0WLW22,
author = {Wayne Xin Zhao and
Kun Zhou and
Zheng Gong and
Beichen Zhang and
Yuanhang Zhou and
Jing Sha and
Zhigang Chen and
Shijin Wang and
Cong Liu and
Ji{-}Rong Wen},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {JiuZhang: {A} Chinese Pre-trained Language Model for Mathematical
Problem Understanding},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4571--4581},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539131},
doi = {10.1145/3534678.3539131},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoZGZZS0WLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/JiangZWZ22,
author = {Jinhao Jiang and
Kun Zhou and
Ji{-}Rong Wen and
Wayne Xin Zhao},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{\textdollar}Great Truths are Always Simple: {\textdollar} {A} Rather
Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity
of Pre-Trained Models},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1730--1741},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.131},
doi = {10.18653/V1/2022.FINDINGS-NAACL.131},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/JiangZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiTNWZ22,
author = {Junyi Li and
Tianyi Tang and
Jian{-}Yun Nie and
Ji{-}Rong Wen and
Xin Zhao},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Learning to Transfer Prompts for Text Generation},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {3506--3518},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.257},
doi = {10.18653/V1/2022.NAACL-MAIN.257},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/LiTNWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiTGYYCWZW22,
author = {Junyi Li and
Tianyi Tang and
Zheng Gong and
Lixin Yang and
Zhuohao Yu and
Zhipeng Chen and
Jingyuan Wang and
Xin Zhao and
Ji{-}Rong Wen},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {ElitePLM: An Empirical Study on General Language Ability Evaluation
of Pretrained Language Models},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {3519--3539},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.258},
doi = {10.18653/V1/2022.NAACL-MAIN.258},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/LiTGYYCWZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YangHSZWZ22,
author = {Chen Yang and
Yupeng Hou and
Yang Song and
Tao Zhang and
Ji{-}Rong Wen and
Wayne Xin Zhao},
editor = {Jennifer Golbeck and
F. Maxwell Harper and
Vanessa Murdock and
Michael D. Ekstrand and
Bracha Shapira and
Justin Basilico and
Keld T. Lundgaard and
Even Oldridge},
title = {Modeling Two-Way Selection Preference for Person-Job Fit},
booktitle = {RecSys '22: Sixteenth {ACM} Conference on Recommender Systems, Seattle,
WA, USA, September 18 - 23, 2022},
pages = {102--112},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3523227.3546752},
doi = {10.1145/3523227.3546752},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YangHSZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HouHZ00W22,
author = {Yupeng Hou and
Binbin Hu and
Wayne Xin Zhao and
Zhiqiang Zhang and
Jun Zhou and
Ji{-}Rong Wen},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Neural Graph Matching for Pre-training Graph Neural Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {172--180},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.20},
doi = {10.1137/1.9781611977172.20},
timestamp = {Sat, 30 Sep 2023 09:55:58 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HouHZ00W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/TianXLYZ22,
author = {Changxin Tian and
Yuexiang Xie and
Yaliang Li and
Nan Yang and
Wayne Xin Zhao},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Learning to Denoise Unreliable Interactions for Graph Collaborative
Filtering},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {122--132},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531889},
doi = {10.1145/3477495.3531889},
timestamp = {Sat, 09 Jul 2022 09:25:34 +0200},
biburl = {https://dblp.org/rec/conf/sigir/TianXLYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/MuLZWDW22,
author = {Shanlei Mu and
Yaliang Li and
Wayne Xin Zhao and
Jingyuan Wang and
Bolin Ding and
Ji{-}Rong Wen},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Alleviating Spurious Correlations in Knowledge-aware Recommendations
through Counterfactual Generator},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {1401--1411},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531934},
doi = {10.1145/3477495.3531934},
timestamp = {Fri, 08 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/MuLZWDW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/FanLZLLX22,
author = {Xinyan Fan and
Jianxun Lian and
Wayne Xin Zhao and
Zheng Liu and
Chaozhuo Li and
Xing Xie},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Ada-Ranker: {A} Data Distribution Adaptive Ranking Paradigm for Sequential
Recommendation},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {1599--1610},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531931},
doi = {10.1145/3477495.3531931},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/FanLZLLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HouHZZ22,
author = {Yupeng Hou and
Binbin Hu and
Zhiqiang Zhang and
Wayne Xin Zhao},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {{CORE:} Simple and Effective Session-based Recommendation within Consistent
Representation Space},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {1796--1801},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531955},
doi = {10.1145/3477495.3531955},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/HouHZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhouZZWJ022,
author = {Yuanhang Zhou and
Kun Zhou and
Wayne Xin Zhao and
Cheng Wang and
Peng Jiang and
He Hu},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {C{\({^2}\)}-CRS: Coarse-to-Fine Contrastive Learning for Conversational
Recommender System},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {1488--1496},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498514},
doi = {10.1145/3488560.3498514},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/ZhouZZWJ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LinTHZ22,
author = {Zihan Lin and
Changxin Tian and
Yupeng Hou and
Wayne Xin Zhao},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Improving Graph Collaborative Filtering with Neighborhood-enriched
Contrastive Learning},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {2320--2329},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512104},
doi = {10.1145/3485447.3512104},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LinTHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouYZW22,
author = {Kun Zhou and
Hui Yu and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Filter-enhanced {MLP} is All You Need for Sequential Recommendation},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {2388--2399},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512111},
doi = {10.1145/3485447.3512111},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhouYZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02732,
author = {Yuanhang Zhou and
Kun Zhou and
Wayne Xin Zhao and
Cheng Wang and
Peng Jiang and
He Hu},
title = {{C2-CRS:} Coarse-to-Fine Contrastive Learning for Conversational Recommender
System},
journal = {CoRR},
volume = {abs/2201.02732},
year = {2022},
url = {https://arxiv.org/abs/2201.02732},
eprinttype = {arXiv},
eprint = {2201.02732},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05273,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {A Survey of Pretrained Language Models Based Text Generation},
journal = {CoRR},
volume = {abs/2201.05273},
year = {2022},
url = {https://arxiv.org/abs/2201.05273},
eprinttype = {arXiv},
eprint = {2201.05273},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08670,
author = {Tianyi Tang and
Junyi Li and
Wayne Xin Zhao},
title = {Context-Tuning: Learning Contextualized Prompts for Natural Language
Generation},
journal = {CoRR},
volume = {abs/2201.08670},
year = {2022},
url = {https://arxiv.org/abs/2201.08670},
eprinttype = {arXiv},
eprint = {2201.08670},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06200,
author = {Zihan Lin and
Changxin Tian and
Yupeng Hou and
Wayne Xin Zhao},
title = {Improving Graph Collaborative Filtering with Neighborhood-enriched
Contrastive Learning},
journal = {CoRR},
volume = {abs/2202.06200},
year = {2022},
url = {https://arxiv.org/abs/2202.06200},
eprinttype = {arXiv},
eprint = {2202.06200},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10936,
author = {Yifan Du and
Zikang Liu and
Junyi Li and
Wayne Xin Zhao},
title = {A Survey of Vision-Language Pre-Trained Models},
journal = {CoRR},
volume = {abs/2202.10936},
year = {2022},
url = {https://arxiv.org/abs/2202.10936},
eprinttype = {arXiv},
eprint = {2202.10936},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13556,
author = {Kun Zhou and
Hui Yu and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Filter-enhanced {MLP} is All You Need for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2202.13556},
year = {2022},
url = {https://arxiv.org/abs/2202.13556},
eprinttype = {arXiv},
eprint = {2202.13556},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01104,
author = {Ze{-}Feng Gao and
Peiyu Liu and
Wayne Xin Zhao and
Zhong{-}Yi Lu and
Ji{-}Rong Wen},
title = {Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained
Language Models},
journal = {CoRR},
volume = {abs/2203.01104},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01104},
doi = {10.48550/ARXIV.2203.01104},
eprinttype = {arXiv},
eprint = {2203.01104},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01597,
author = {Yupeng Hou and
Binbin Hu and
Wayne Xin Zhao and
Zhiqiang Zhang and
Jun Zhou and
Ji{-}Rong Wen},
title = {Neural Graph Matching for Pre-training Graph Neural Networks},
journal = {CoRR},
volume = {abs/2203.01597},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01597},
doi = {10.48550/ARXIV.2203.01597},
eprinttype = {arXiv},
eprint = {2203.01597},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14232,
author = {Yupeng Hou and
Xingyu Pan and
Wayne Xin Zhao and
Shuqing Bian and
Yang Song and
Tao Zhang and
Ji{-}Rong Wen},
title = {Leveraging Search History for Improving Person-Job Fit},
journal = {CoRR},
volume = {abs/2203.14232},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14232},
doi = {10.48550/ARXIV.2203.14232},
eprinttype = {arXiv},
eprint = {2203.14232},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11067,
author = {Yupeng Hou and
Binbin Hu and
Zhiqiang Zhang and
Wayne Xin Zhao},
title = {{CORE:} Simple and Effective Session-based Recommendation within Consistent
Representation Space},
journal = {CoRR},
volume = {abs/2204.11067},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11067},
doi = {10.48550/ARXIV.2204.11067},
eprinttype = {arXiv},
eprint = {2204.11067},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12755,
author = {Ruiyang Ren and
Yingqi Qu and
Jing Liu and
Wayne Xin Zhao and
Qifei Wu and
Yuchen Ding and
Hua Wu and
Haifeng Wang and
Ji{-}Rong Wen},
title = {A Thorough Examination on Zero-shot Dense Retrieval},
journal = {CoRR},
volume = {abs/2204.12755},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12755},
doi = {10.48550/ARXIV.2204.12755},
eprinttype = {arXiv},
eprint = {2204.12755},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00656,
author = {Kun Zhou and
Beichen Zhang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Debiased Contrastive Learning of Unsupervised Sentence Representations},
journal = {CoRR},
volume = {abs/2205.00656},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00656},
doi = {10.48550/ARXIV.2205.00656},
eprinttype = {arXiv},
eprint = {2205.00656},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00656.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01523,
author = {Junyi Li and
Tianyi Tang and
Zheng Gong and
Lixin Yang and
Zhuohao Yu and
Zhipeng Chen and
Jingyuan Wang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {ElitePLM: An Empirical Study on General Language Ability Evaluation
of Pretrained Language Models},
journal = {CoRR},
volume = {abs/2205.01523},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.01523},
doi = {10.48550/ARXIV.2205.01523},
eprinttype = {arXiv},
eprint = {2205.01523},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-01523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01543,
author = {Junyi Li and
Tianyi Tang and
Jian{-}Yun Nie and
Ji{-}Rong Wen and
Wayne Xin Zhao},
title = {Learning to Transfer Prompts for Text Generation},
journal = {CoRR},
volume = {abs/2205.01543},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.01543},
doi = {10.48550/ARXIV.2205.01543},
eprinttype = {arXiv},
eprint = {2205.01543},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-01543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01841,
author = {Jinhao Jiang and
Kun Zhou and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Great Truths are Always Simple: {A} Rather Simple Knowledge Encoder
for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models},
journal = {CoRR},
volume = {abs/2205.01841},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.01841},
doi = {10.48550/ARXIV.2205.01841},
eprinttype = {arXiv},
eprint = {2205.01841},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-01841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10775,
author = {Xinyan Fan and
Jianxun Lian and
Wayne Xin Zhao and
Zheng Liu and
Chaozhuo Li and
Xing Xie},
title = {Ada-Ranker: {A} Data Distribution Adaptive Ranking Paradigm for Sequential
Recommendation},
journal = {CoRR},
volume = {abs/2205.10775},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10775},
doi = {10.48550/ARXIV.2205.10775},
eprinttype = {arXiv},
eprint = {2205.10775},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00212,
author = {Lanling Xu and
Jianxun Lian and
Wayne Xin Zhao and
Ming Gong and
Linjun Shou and
Daxin Jiang and
Xing Xie and
Ji{-}Rong Wen},
title = {Negative Sampling for Contrastive Representation Learning: {A} Review},
journal = {CoRR},
volume = {abs/2206.00212},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00212},
doi = {10.48550/ARXIV.2206.00212},
eprinttype = {arXiv},
eprint = {2206.00212},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02323,
author = {Shanlei Mu and
Yupeng Hou and
Wayne Xin Zhao and
Yaliang Li and
Bolin Ding},
title = {ID-Agnostic User Behavior Pre-training for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2206.02323},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02323},
doi = {10.48550/ARXIV.2206.02323},
eprinttype = {arXiv},
eprint = {2206.02323},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05020,
author = {Zihan Lin and
Hui Wang and
Jingshu Mao and
Wayne Xin Zhao and
Cheng Wang and
Peng Jiang and
Ji{-}Rong Wen},
title = {Feature-aware Diversified Re-ranking with Disentangled Representations
for Relevant Recommendation},
journal = {CoRR},
volume = {abs/2206.05020},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05020},
doi = {10.48550/ARXIV.2206.05020},
eprinttype = {arXiv},
eprint = {2206.05020},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05941,
author = {Yupeng Hou and
Shanlei Mu and
Wayne Xin Zhao and
Yaliang Li and
Bolin Ding and
Ji{-}Rong Wen},
title = {Towards Universal Sequence Representation Learning for Recommender
Systems},
journal = {CoRR},
volume = {abs/2206.05941},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05941},
doi = {10.48550/ARXIV.2206.05941},
eprinttype = {arXiv},
eprint = {2206.05941},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06315,
author = {Wayne Xin Zhao and
Kun Zhou and
Zheng Gong and
Beichen Zhang and
Yuanhang Zhou and
Jing Sha and
Zhigang Chen and
Shijin Wang and
Cong Liu and
Ji{-}Rong Wen},
title = {JiuZhang: {A} Chinese Pre-trained Language Model for Mathematical
Problem Understanding},
journal = {CoRR},
volume = {abs/2206.06315},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06315},
doi = {10.48550/ARXIV.2206.06315},
eprinttype = {arXiv},
eprint = {2206.06315},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07351,
author = {Wayne Xin Zhao and
Yupeng Hou and
Xingyu Pan and
Chen Yang and
Zeyu Zhang and
Zihan Lin and
Jingsen Zhang and
Shuqing Bian and
Jiakai Tang and
Wenqi Sun and
Yushuo Chen and
Lanling Xu and
Gaowei Zhang and
Zhen Tian and
Changxin Tian and
Shanlei Mu and
Xinyan Fan and
Xu Chen and
Ji{-}Rong Wen},
title = {RecBole 2.0: Towards a More Up-to-Date Recommendation Library},
journal = {CoRR},
volume = {abs/2206.07351},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07351},
doi = {10.48550/ARXIV.2206.07351},
eprinttype = {arXiv},
eprint = {2206.07351},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09363,
author = {Xiaolei Wang and
Kun Zhou and
Ji{-}Rong Wen and
Wayne Xin Zhao},
title = {Towards Unified Conversational Recommender Systems via Knowledge-Enhanced
Prompt Learning},
journal = {CoRR},
volume = {abs/2206.09363},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09363},
doi = {10.48550/ARXIV.2206.09363},
eprinttype = {arXiv},
eprint = {2206.09363},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12131,
author = {Tianyi Tang and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {{MVP:} Multi-task Supervised Pre-training for Natural Language Generation},
journal = {CoRR},
volume = {abs/2206.12131},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12131},
doi = {10.48550/ARXIV.2206.12131},
eprinttype = {arXiv},
eprint = {2206.12131},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-08263,
author = {Haoyu Lu and
Qiongyi Zhou and
Nanyi Fei and
Zhiwu Lu and
Mingyu Ding and
Jingyuan Wen and
Changde Du and
Xin Zhao and
Hao Sun and
Huiguang He and
Ji{-}Rong Wen},
title = {Multimodal foundation models are better simulators of the human brain},
journal = {CoRR},
volume = {abs/2208.08263},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.08263},
doi = {10.48550/ARXIV.2208.08263},
eprinttype = {arXiv},
eprint = {2208.08263},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-08263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-08612,
author = {Chen Yang and
Yupeng Hou and
Yang Song and
Tao Zhang and
Ji{-}Rong Wen and
Wayne Xin Zhao},
title = {Modeling Two-Way Selection Preference for Person-Job Fit},
journal = {CoRR},
volume = {abs/2208.08612},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.08612},
doi = {10.48550/ARXIV.2208.08612},
eprinttype = {arXiv},
eprint = {2208.08612},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-08612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-13442,
author = {Zihan Lin and
Xuanhua Yang and
Shaoguo Liu and
Xiaoyu Peng and
Wayne Xin Zhao and
Liang Wang and
Bo Zheng},
title = {Personalized Inter-Task Contrastive Learning for CTR{\&}CVR Joint
Estimation},
journal = {CoRR},
volume = {abs/2208.13442},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.13442},
doi = {10.48550/ARXIV.2208.13442},
eprinttype = {arXiv},
eprint = {2208.13442},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-13442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11730,
author = {Yupeng Hou and
Wayne Xin Zhao and
Yaliang Li and
Ji{-}Rong Wen},
title = {Privacy-Preserved Neural Graph Similarity Learning},
journal = {CoRR},
volume = {abs/2210.11730},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11730},
doi = {10.48550/ARXIV.2210.11730},
eprinttype = {arXiv},
eprint = {2210.11730},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11773,
author = {Kun Zhou and
Yeyun Gong and
Xiao Liu and
Wayne Xin Zhao and
Yelong Shen and
Anlei Dong and
Jingwen Lu and
Rangan Majumder and
Ji{-}Rong Wen and
Nan Duan and
Weizhu Chen},
title = {SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval},
journal = {CoRR},
volume = {abs/2210.11773},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11773},
doi = {10.48550/ARXIV.2210.11773},
eprinttype = {arXiv},
eprint = {2210.11773},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12316,
author = {Yupeng Hou and
Zhankui He and
Julian J. McAuley and
Wayne Xin Zhao},
title = {Learning Vector-Quantized Item Representation for Transferable Sequential
Recommenders},
journal = {CoRR},
volume = {abs/2210.12316},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12316},
doi = {10.48550/ARXIV.2210.12316},
eprinttype = {arXiv},
eprint = {2210.12316},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13304,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {{ELMER:} {A} Non-Autoregressive Pre-trained Language Model for Efficient
and Effective Text Generation},
journal = {CoRR},
volume = {abs/2210.13304},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13304},
doi = {10.48550/ARXIV.2210.13304},
eprinttype = {arXiv},
eprint = {2210.13304},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11159,
author = {Zhen Tian and
Ting Bai and
Zibin Zhang and
Zhiyuan Xu and
Kangyi Lin and
Ji{-}Rong Wen and
Wayne Xin Zhao},
title = {Directed Acyclic Graph Factorization Machines for {CTR} Prediction
via Knowledge Distillation},
journal = {CoRR},
volume = {abs/2211.11159},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11159},
doi = {10.48550/ARXIV.2211.11159},
eprinttype = {arXiv},
eprint = {2211.11159},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14876,
author = {Wayne Xin Zhao and
Jing Liu and
Ruiyang Ren and
Ji{-}Rong Wen},
title = {Dense Text Retrieval based on Pretrained Language Models: {A} Survey},
journal = {CoRR},
volume = {abs/2211.14876},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14876},
doi = {10.48550/ARXIV.2211.14876},
eprinttype = {arXiv},
eprint = {2211.14876},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15148,
author = {Lanling Xu and
Zhen Tian and
Gaowei Zhang and
Lei Wang and
Junjie Zhang and
Bowen Zheng and
Yifan Li and
Yupeng Hou and
Xingyu Pan and
Yushuo Chen and
Wayne Xin Zhao and
Xu Chen and
Ji{-}Rong Wen},
title = {Recent Advances in RecBole: Extensions with more Practical Considerations},
journal = {CoRR},
volume = {abs/2211.15148},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15148},
doi = {10.48550/ARXIV.2211.15148},
eprinttype = {arXiv},
eprint = {2211.15148},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00959,
author = {Jinhao Jiang and
Kun Zhou and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question
Answering Over Knowledge Graph},
journal = {CoRR},
volume = {abs/2212.00959},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00959},
doi = {10.48550/ARXIV.2212.00959},
eprinttype = {arXiv},
eprint = {2212.00959},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07841,
author = {Kun Zhou and
Xiao Liu and
Yeyun Gong and
Wayne Xin Zhao and
Daxin Jiang and
Nan Duan and
Ji{-}Rong Wen},
title = {{MASTER:} Multi-task Pre-trained Bottlenecked Masked Autoencoders
are Better Dense Retrievers},
journal = {CoRR},
volume = {abs/2212.07841},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07841},
doi = {10.48550/ARXIV.2212.07841},
eprinttype = {arXiv},
eprint = {2212.07841},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07937,
author = {Hangyu Guo and
Kun Zhou and
Wayne Xin Zhao and
Qinyu Zhang and
Ji{-}Rong Wen},
title = {Visually-augmented pretrained language models for {NLP} tasks without
images},
journal = {CoRR},
volume = {abs/2212.07937},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07937},
doi = {10.48550/ARXIV.2212.07937},
eprinttype = {arXiv},
eprint = {2212.07937},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13005,
author = {Tianyi Tang and
Junyi Li and
Zhipeng Chen and
Yiwen Hu and
Zhuohao Yu and
Wenxun Dai and
Zican Dong and
Xiaoxue Cheng and
Yuhao Wang and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {TextBox 2.0: {A} Text Generation Library with Pre-trained Language
Models},
journal = {CoRR},
volume = {abs/2212.13005},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13005},
doi = {10.48550/ARXIV.2212.13005},
eprinttype = {arXiv},
eprint = {2212.13005},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiopen/HanZDGLHQYZZHHJ21,
author = {Xu Han and
Zhengyan Zhang and
Ning Ding and
Yuxian Gu and
Xiao Liu and
Yuqi Huo and
Jiezhong Qiu and
Yuan Yao and
Ao Zhang and
Liang Zhang and
Wentao Han and
Minlie Huang and
Qin Jin and
Yanyan Lan and
Yang Liu and
Zhiyuan Liu and
Zhiwu Lu and
Xipeng Qiu and
Ruihua Song and
Jie Tang and
Ji{-}Rong Wen and
Jinhui Yuan and
Wayne Xin Zhao and
Jun Zhu},
title = {Pre-trained models: Past, present and future},
journal = {{AI} Open},
volume = {2},
pages = {225--250},
year = {2021},
url = {https://doi.org/10.1016/j.aiopen.2021.08.002},
doi = {10.1016/J.AIOPEN.2021.08.002},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiopen/HanZDGLHQYZZHHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangWLZF21,
author = {Jingyuan Wang and
Ning Wu and
Xinxi Lu and
Wayne Xin Zhao and
Kai Feng},
title = {Deep Trajectory Recovery with Fine-Grained Calibration using Kalman
Filter},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {3},
pages = {921--934},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2940950},
doi = {10.1109/TKDE.2019.2940950},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangWLZF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuanSSWZ21,
author = {Jiahao Yuan and
Zihan Song and
Mingyou Sun and
Xiaoling Wang and
Wayne Xin Zhao},
title = {Dual Sparse Attention Network For Session-based Recommendation},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4635--4643},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16593},
doi = {10.1609/AAAI.V35I5.16593},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuanSSWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiTHJHXCYZW21,
author = {Junyi Li and
Tianyi Tang and
Gaole He and
Jinhao Jiang and
Xiaoxuan Hu and
Puzhao Xie and
Zhipeng Chen and
Zhuohao Yu and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Heng Ji and
Jong C. Park and
Rui Xia},
title = {TextBox: {A} Unified, Modularized, and Extensible Framework for Text
Generation},
booktitle = {Proceedings of the Joint Conference of the 59th Annual Meeting of
the Association for Computational Linguistics and the 11th International
Joint Conference on Natural Language Processing, {ACL} 2021 - System
Demonstrations, Online, August 1-6, 2021},
pages = {30--39},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-demo.4},
doi = {10.18653/V1/2021.ACL-DEMO.4},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/LiTHJHXCYZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouWZSCZLW21,
author = {Kun Zhou and
Xiaolei Wang and
Yuanhang Zhou and
Chenzhan Shang and
Yuan Cheng and
Wayne Xin Zhao and
Yaliang Li and
Ji{-}Rong Wen},
editor = {Heng Ji and
Jong C. Park and
Rui Xia},
title = {CRSLab: An Open-Source Toolkit for Building Conversational Recommender
System},
booktitle = {Proceedings of the Joint Conference of the 59th Annual Meeting of
the Association for Computational Linguistics and the 11th International
Joint Conference on Natural Language Processing, {ACL} 2021 - System
Demonstrations, Online, August 1-6, 2021},
pages = {185--193},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-demo.22},
doi = {10.18653/V1/2021.ACL-DEMO.22},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhouWZSCZLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiTZWYW21,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Zhicheng Wei and
Nicholas Jing Yuan and
Ji{-}Rong Wen},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Few-shot Knowledge Graph-to-Text Generation with Pretrained Language
Models},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {1558--1568},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.136},
doi = {10.18653/V1/2021.FINDINGS-ACL.136},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiTZWYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RenLQLZSWWW21,
author = {Ruiyang Ren and
Shangwen Lv and
Yingqi Qu and
Jing Liu and
Wayne Xin Zhao and
Qiaoqiao She and
Hua Wu and
Haifeng Wang and
Ji{-}Rong Wen},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {{PAIR:} Leveraging Passage-Centric Similarity Relation for Improving
Dense Passage Retrieval},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {2173--2183},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.191},
doi = {10.18653/V1/2021.FINDINGS-ACL.191},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RenLQLZSWWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuGZXLW20,
author = {Peiyu Liu and
Ze{-}Feng Gao and
Wayne Xin Zhao and
Zhi{-}Yuan Xie and
Zhong{-}Yi Lu and
Ji{-}Rong Wen},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression
based on Matrix Product Operators},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {5388--5398},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.418},
doi = {10.18653/V1/2021.ACL-LONG.418},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiuGZXLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/TangLZW21,
author = {Tianyi Tang and
Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Leong Hou U and
Marc Spaniol and
Yasushi Sakurai and
Junying Chen},
title = {Generating Long and Coherent Text with Multi-Level Generative Adversarial
Networks},
booktitle = {Web and Big Data - 5th International Joint Conference, APWeb-WAIM
2021, Guangzhou, China, August 23-25, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12859},
pages = {49--63},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85899-5\_4},
doi = {10.1007/978-3-030-85899-5\_4},
timestamp = {Fri, 20 Aug 2021 16:13:57 +0200},
biburl = {https://dblp.org/rec/conf/apweb/TangLZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XiongYCZZHZZ21,
author = {Kun Xiong and
Wenwen Ye and
Xu Chen and
Yongfeng Zhang and
Wayne Xin Zhao and
Binbin Hu and
Zhiqiang Zhang and
Jun Zhou},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Counterfactual Review-based Recommendation},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2231--2240},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482244},
doi = {10.1145/3459637.3482244},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XiongYCZZHZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangCZ21,
author = {Jingsen Zhang and
Xu Chen and
Wayne Xin Zhao},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Causally Attentive Collaborative Filtering},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3622--3626},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482070},
doi = {10.1145/3459637.3482070},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhangCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BianZZCHYW21,
author = {Shuqing Bian and
Wayne Xin Zhao and
Kun Zhou and
Jing Cai and
Yancheng He and
Cunxiang Yin and
Ji{-}Rong Wen},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Contrastive Curriculum Learning for Sequential User Behavior Modeling
via Data Augmentation},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3737--3746},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481905},
doi = {10.1145/3459637.3481905},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/BianZZCHYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoMHLCPLLWTMF21,
author = {Wayne Xin Zhao and
Shanlei Mu and
Yupeng Hou and
Zihan Lin and
Yushuo Chen and
Xingyu Pan and
Kaiyuan Li and
Yujie Lu and
Hui Wang and
Changxin Tian and
Yingqian Min and
Zhichao Feng and
Xinyan Fan and
Xu Chen and
Pengfei Wang and
Wendi Ji and
Yaliang Li and
Xiaoling Wang and
Ji{-}Rong Wen},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {RecBole: Towards a Unified, Comprehensive and Efficient Framework
for Recommendation Algorithms},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4653--4664},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482016},
doi = {10.1145/3459637.3482016},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoMHLCPLLWTMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/FengZHZLLLC21,
author = {Yu Feng and
Jing Zhang and
Gaole He and
Wayne Xin Zhao and
Lemao Liu and
Quan Liu and
Cuiping Li and
Hong Chen},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {A Pretraining Numerical Reasoning Model for Ordinal Constrained Question
Answering on Knowledge Base},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {1852--1861},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.159},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.159},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/FengZHZLLLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RenQLZSWWW21,
author = {Ruiyang Ren and
Yingqi Qu and
Jing Liu and
Wayne Xin Zhao and
Qiaoqiao She and
Hua Wu and
Haifeng Wang and
Ji{-}Rong Wen},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {RocketQAv2: {A} Joint Training Method for Dense Passage Retrieval
and Passage Re-ranking},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {2825--2835},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.224},
doi = {10.18653/V1/2021.EMNLP-MAIN.224},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/RenQLZSWWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhouZWZWW21,
author = {Kun Zhou and
Wayne Xin Zhao and
Sirui Wang and
Fuzheng Zhang and
Wei Wu and
Ji{-}Rong Wen},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Virtual Data Augmentation: {A} Robust and General Framework for Fine-tuning
Pre-trained Models},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {3875--3887},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.315},
doi = {10.18653/V1/2021.EMNLP-MAIN.315},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhouZWZWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/WangJJLZ21,
author = {Jingyuan Wang and
Jiawei Jiang and
Wenjun Jiang and
Chao Li and
Wayne Xin Zhao},
editor = {Xiaofeng Meng and
Fusheng Wang and
Chang{-}Tien Lu and
Yan Huang and
Shashi Shekhar and
Xing Xie},
title = {LibCity: An Open Library for Traffic Prediction},
booktitle = {{SIGSPATIAL} '21: 29th International Conference on Advances in Geographic
Information Systems, Virtual Event / Beijing, China, November 2-5,
2021},
pages = {145--148},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474717.3483923},
doi = {10.1145/3474717.3483923},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/WangJJLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LanHJ0ZW21,
author = {Yunshi Lan and
Gaole He and
Jinhao Jiang and
Jing Jiang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Zhi{-}Hua Zhou},
title = {A Survey on Complex Knowledge Base Question Answering: Methods, Challenges
and Solutions},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4483--4491},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/611},
doi = {10.24963/IJCAI.2021/611},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LanHJ0ZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiTZW21,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Zhi{-}Hua Zhou},
title = {Pretrained Language Model for Text Generation: {A} Survey},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4492--4499},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/612},
doi = {10.24963/IJCAI.2021/612},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiTZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangTLSYZG21,
author = {Hengtong Zhang and
Changxin Tian and
Yaliang Li and
Lu Su and
Nan Yang and
Wayne Xin Zhao and
Jing Gao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Poisoning Attack against Recommender System Using Incomplete
and Perturbed Data},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2154--2164},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467233},
doi = {10.1145/3447548.3467233},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangTLSYZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiYMZLGDW21,
author = {Siqing Li and
Liuyi Yao and
Shanlei Mu and
Wayne Xin Zhao and
Yaliang Li and
Tonglei Guo and
Bolin Ding and
Ji{-}Rong Wen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Debiasing Learning based Cross-domain Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3190--3199},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467067},
doi = {10.1145/3447548.3467067},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiYMZLGDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RenWZW21,
author = {Houxing Ren and
Jingyuan Wang and
Wayne Xin Zhao and
Ning Wu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{RAPT:} Pre-training of Time-Aware Transformer for Learning Robust
Healthcare Representation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3503--3511},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467069},
doi = {10.1145/3447548.3467069},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RenWZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XingBZXLYCH21,
author = {Mingzhe Xing and
Shuqing Bian and
Wayne Xin Zhao and
Zhen Xiao and
Xingji Luo and
Cunxiang Yin and
Jing Cai and
Yancheng He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning Reliable User Representations from Volatile and Sparse Data
to Accurately Predict Customer Lifetime Value},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3806--3816},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467079},
doi = {10.1145/3447548.3467079},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XingBZXLYCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/QuDLLRZDWW21,
author = {Yingqi Qu and
Yuchen Ding and
Jing Liu and
Kai Liu and
Ruiyang Ren and
Wayne Xin Zhao and
Daxiang Dong and
Hua Wu and
Haifeng Wang},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {RocketQA: An Optimized Training Approach to Dense Passage Retrieval
for Open-Domain Question Answering},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {5835--5847},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.466},
doi = {10.18653/V1/2021.NAACL-MAIN.466},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/QuDLLRZDWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpcc/HuZZLGW21,
author = {Xiaoxuan Hu and
Hengtong Zhang and
Wayne Xin Zhao and
Yaliang Li and
Jing Gao and
Ji{-}Rong Wen},
editor = {Lu Wang and
Yansong Feng and
Yu Hong and
Ruifang He},
title = {{RAST:} {A} Reward Augmented Model for Fine-Grained Sentiment Transfer},
booktitle = {Natural Language Processing and Chinese Computing - 10th {CCF} International
Conference, {NLPCC} 2021, Qingdao, China, October 13-17, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13028},
pages = {196--209},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88480-2\_16},
doi = {10.1007/978-3-030-88480-2\_16},
timestamp = {Tue, 17 Sep 2024 08:11:20 +0200},
biburl = {https://dblp.org/rec/conf/nlpcc/HuZZLGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiZWYW21,
author = {Junyi Li and
Wayne Xin Zhao and
Zhicheng Wei and
Nicholas Jing Yuan and
Ji{-}Rong Wen},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Knowledge-based Review Generation by Coherence Enhanced Text Planning},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {183--192},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462865},
doi = {10.1145/3404835.3462865},
timestamp = {Thu, 15 Jul 2021 11:04:31 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiZWYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangZXCZZW21,
author = {Zhenlei Wang and
Jingsen Zhang and
Hongteng Xu and
Xu Chen and
Yongfeng Zhang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Counterfactual Data-Augmented Sequential Recommendation},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {347--356},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462855},
doi = {10.1145/3404835.3462855},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/WangZXCZZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/FanLLZXW21,
author = {Xinyan Fan and
Zheng Liu and
Jianxun Lian and
Wayne Xin Zhao and
Xing Xie and
Ji{-}Rong Wen},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Lighter and Better: Low-Rank Decomposed Self-Attention Networks for
Next-Item Recommendation},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {1733--1737},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462978},
doi = {10.1145/3404835.3462978},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/FanLLZXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HeL0ZW21,
author = {Gaole He and
Yunshi Lan and
Jing Jiang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Improving Multi-hop Knowledge Base Question Answering by Learning
Intermediate Supervision Signals},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {553--561},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441753},
doi = {10.1145/3437963.3441753},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/HeL0ZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BianZZCCHLW21,
author = {Shuqing Bian and
Wayne Xin Zhao and
Kun Zhou and
Xu Chen and
Jing Cai and
Yancheng He and
Xingji Luo and
Ji{-}Rong Wen},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {A Novel Macro-Micro Fusion Network for User Representation Learning
on Mobile Apps},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {3199--3209},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450109},
doi = {10.1145/3442381.3450109},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/BianZZCCHLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00939,
author = {Kun Zhou and
Xiaolei Wang and
Yuanhang Zhou and
Chenzhan Shang and
Yuan Cheng and
Wayne Xin Zhao and
Yaliang Li and
Ji{-}Rong Wen},
title = {CRSLab: An Open-Source Toolkit for Building Conversational Recommender
System},
journal = {CoRR},
volume = {abs/2101.00939},
year = {2021},
url = {https://arxiv.org/abs/2101.00939},
eprinttype = {arXiv},
eprint = {2101.00939},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02046,
author = {Junyi Li and
Tianyi Tang and
Gaole He and
Jinhao Jiang and
Xiaoxuan Hu and
Puzhao Xie and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {TextBox: {A} Unified, Modularized, and Extensible Framework for Text
Generation},
journal = {CoRR},
volume = {abs/2101.02046},
year = {2021},
url = {https://arxiv.org/abs/2101.02046},
eprinttype = {arXiv},
eprint = {2101.02046},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03737,
author = {Gaole He and
Yunshi Lan and
Jing Jiang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Improving Multi-hop Knowledge Base Question Answering by Learning
Intermediate Supervision Signals},
journal = {CoRR},
volume = {abs/2101.03737},
year = {2021},
url = {https://arxiv.org/abs/2101.03737},
eprinttype = {arXiv},
eprint = {2101.03737},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06561,
author = {Yuqi Huo and
Manli Zhang and
Guangzhen Liu and
Haoyu Lu and
Yizhao Gao and
Guoxing Yang and
Jingyuan Wen and
Heng Zhang and
Baogui Xu and
Weihao Zheng and
Zongzheng Xi and
Yueqian Yang and
Anwen Hu and
Jinming Zhao and
Ruichen Li and
Yida Zhao and
Liang Zhang and
Yuqing Song and
Xin Hong and
Wanqing Cui and
Dan Yang Hou and
Yingyan Li and
Junyi Li and
Peiyu Liu and
Zheng Gong and
Chuhao Jin and
Yuchong Sun and
Shizhe Chen and
Zhiwu Lu and
Zhicheng Dou and
Qin Jin and
Yanyan Lan and
Wayne Xin Zhao and
Ruihua Song and
Ji{-}Rong Wen},
title = {WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training},
journal = {CoRR},
volume = {abs/2103.06561},
year = {2021},
url = {https://arxiv.org/abs/2103.06561},
eprinttype = {arXiv},
eprint = {2103.06561},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03815,
author = {Junyi Li and
Wayne Xin Zhao and
Zhicheng Wei and
Nicholas Jing Yuan and
Ji{-}Rong Wen},
title = {Knowledge-based Review Generation by Coherence Enhanced Text Planning},
journal = {CoRR},
volume = {abs/2105.03815},
year = {2021},
url = {https://arxiv.org/abs/2105.03815},
eprinttype = {arXiv},
eprint = {2105.03815},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10311,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Pretrained Language Models for Text Generation: {A} Survey},
journal = {CoRR},
volume = {abs/2105.10311},
year = {2021},
url = {https://arxiv.org/abs/2105.10311},
eprinttype = {arXiv},
eprint = {2105.10311},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11644,
author = {Yunshi Lan and
Gaole He and
Jinhao Jiang and
Jing Jiang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {A Survey on Complex Knowledge Base Question Answering: Methods, Challenges
and Solutions},
journal = {CoRR},
volume = {abs/2105.11644},
year = {2021},
url = {https://arxiv.org/abs/2105.11644},
eprinttype = {arXiv},
eprint = {2105.11644},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01623,
author = {Junyi Li and
Tianyi Tang and
Wayne Xin Zhao and
Zhicheng Wei and
Nicholas Jing Yuan and
Ji{-}Rong Wen},
title = {Few-shot Knowledge Graph-to-Text Generation with Pretrained Language
Models},
journal = {CoRR},
volume = {abs/2106.01623},
year = {2021},
url = {https://arxiv.org/abs/2106.01623},
eprinttype = {arXiv},
eprint = {2106.01623},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02205,
author = {Peiyu Liu and
Ze{-}Feng Gao and
Wayne Xin Zhao and
Zhi{-}Yuan Xie and
Zhong{-}Yi Lu and
Ji{-}Rong Wen},
title = {Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression
based on Matrix Product Operators},
journal = {CoRR},
volume = {abs/2106.02205},
year = {2021},
url = {https://arxiv.org/abs/2106.02205},
eprinttype = {arXiv},
eprint = {2106.02205},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06722,
author = {Hui Wang and
Kun Zhou and
Wayne Xin Zhao and
Jingyuan Wang and
Ji{-}Rong Wen},
title = {Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-N
Recommendation},
journal = {CoRR},
volume = {abs/2106.06722},
year = {2021},
url = {https://arxiv.org/abs/2106.06722},
eprinttype = {arXiv},
eprint = {2106.06722},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07139,
author = {Xu Han and
Zhengyan Zhang and
Ning Ding and
Yuxian Gu and
Xiao Liu and
Yuqi Huo and
Jiezhong Qiu and
Liang Zhang and
Wentao Han and
Minlie Huang and
Qin Jin and
Yanyan Lan and
Yang Liu and
Zhiyuan Liu and
Zhiwu Lu and
Xipeng Qiu and
Ruihua Song and
Jie Tang and
Ji{-}Rong Wen and
Jinhui Yuan and
Wayne Xin Zhao and
Jun Zhu},
title = {Pre-Trained Models: Past, Present and Future},
journal = {CoRR},
volume = {abs/2106.07139},
year = {2021},
url = {https://arxiv.org/abs/2106.07139},
eprinttype = {arXiv},
eprint = {2106.07139},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06027,
author = {Ruiyang Ren and
Shangwen Lv and
Yingqi Qu and
Jing Liu and
Wayne Xin Zhao and
Qiaoqiao She and
Hua Wu and
Haifeng Wang and
Ji{-}Rong Wen},
title = {{PAIR:} Leveraging Passage-Centric Similarity Relation for Improving
Dense Passage Retrieval},
journal = {CoRR},
volume = {abs/2108.06027},
year = {2021},
url = {https://arxiv.org/abs/2108.06027},
eprinttype = {arXiv},
eprint = {2108.06027},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06688,
author = {Yunshi Lan and
Gaole He and
Jinhao Jiang and
Jing Jiang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Complex Knowledge Base Question Answering: {A} Survey},
journal = {CoRR},
volume = {abs/2108.06688},
year = {2021},
url = {https://arxiv.org/abs/2108.06688},
eprinttype = {arXiv},
eprint = {2108.06688},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05793,
author = {Kun Zhou and
Wayne Xin Zhao and
Sirui Wang and
Fuzheng Zhang and
Wei Wu and
Ji{-}Rong Wen},
title = {Virtual Data Augmentation: {A} Robust and General Framework for Fine-tuning
Pre-trained Models},
journal = {CoRR},
volume = {abs/2109.05793},
year = {2021},
url = {https://arxiv.org/abs/2109.05793},
eprinttype = {arXiv},
eprint = {2109.05793},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07367,
author = {Ruiyang Ren and
Yingqi Qu and
Jing Liu and
Wayne Xin Zhao and
Qiaoqiao She and
Hua Wu and
Haifeng Wang and
Ji{-}Rong Wen},
title = {RocketQAv2: {A} Joint Training Method for Dense Passage Retrieval
and Passage Re-ranking},
journal = {CoRR},
volume = {abs/2110.07367},
year = {2021},
url = {https://arxiv.org/abs/2110.07367},
eprinttype = {arXiv},
eprint = {2110.07367},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13610,
author = {Yuan Yao and
Qingxiu Dong and
Jian Guan and
Boxi Cao and
Zhengyan Zhang and
Chaojun Xiao and
Xiaozhi Wang and
Fanchao Qi and
Junwei Bao and
Jinran Nie and
Zheni Zeng and
Yuxian Gu and
Kun Zhou and
Xuancheng Huang and
Wenhao Li and
Shuhuai Ren and
Jinliang Lu and
Chengqiang Xu and
Huadong Wang and
Guoyang Zeng and
Zile Zhou and
Jiajun Zhang and
Juanzi Li and
Minlie Huang and
Rui Yan and
Xiaodong He and
Xiaojun Wan and
Xin Zhao and
Xu Sun and
Yang Liu and
Zhiyuan Liu and
Xianpei Han and
Erhong Yang and
Zhifang Sui and
Maosong Sun},
title = {{CUGE:} {A} Chinese Language Understanding and Generation Evaluation
Benchmark},
journal = {CoRR},
volume = {abs/2112.13610},
year = {2021},
url = {https://arxiv.org/abs/2112.13610},
eprinttype = {arXiv},
eprint = {2112.13610},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-13610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhaoHCZYSW20,
author = {Wayne Xin Zhao and
Yupeng Hou and
Junhua Chen and
Jonathan J. H. Zhu and
Eddy Jing Yin and
Hanting Su and
Ji{-}Rong Wen},
title = {Learning Semantic Representations from Directed Social Links to Tag
Microblog Users at Scale},
journal = {{ACM} Trans. Inf. Syst.},
volume = {38},
number = {2},
pages = {17:1--17:30},
year = {2020},
url = {https://doi.org/10.1145/3377550},
doi = {10.1145/3377550},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ZhaoHCZYSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Bian0ZZHSZW20,
author = {Shuqing Bian and
Xu Chen and
Wayne Xin Zhao and
Kun Zhou and
Yupeng Hou and
Yang Song and
Tao Zhang and
Ji{-}Rong Wen},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Learning to Match Jobs with Resumes from Sparse Interaction Data using
Multi-View Co-Teaching Network},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {65--74},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411929},
doi = {10.1145/3340531.3411929},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Bian0ZZHSZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiLZHWYW20,
author = {Junyi Li and
Siqing Li and
Wayne Xin Zhao and
Gaole He and
Zhicheng Wei and
Nicholas Jing Yuan and
Ji{-}Rong Wen},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Knowledge-Enhanced Personalized Review Generation with Capsule Graph
Neural Network},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {735--744},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411893},
doi = {10.1145/3340531.3411893},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiLZHWYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhouWZZWZWW20,
author = {Kun Zhou and
Hui Wang and
Wayne Xin Zhao and
Yutao Zhu and
Sirui Wang and
Fuzheng Zhang and
Zhongyuan Wang and
Ji{-}Rong Wen},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {S3-Rec: Self-Supervised Learning for Sequential Recommendation with
Mutual Information Maximization},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {1893--1902},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411954},
doi = {10.1145/3340531.3411954},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhouWZZWZWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoCWGW20,
author = {Wayne Xin Zhao and
Junhua Chen and
Pengfei Wang and
Qi Gu and
Ji{-}Rong Wen},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Revisiting Alternative Experimental Settings for Evaluating Top-N
Item Recommendation Algorithms},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2329--2332},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412095},
doi = {10.1145/3340531.3412095},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoCWGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhouZWWZWW20,
author = {Kun Zhou and
Wayne Xin Zhao and
Hui Wang and
Sirui Wang and
Fuzheng Zhang and
Zhongyuan Wang and
Ji{-}Rong Wen},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Leveraging Historical Interaction Data for Improving Conversational
Recommender System},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2349--2352},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412098},
doi = {10.1145/3340531.3412098},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhouZWWZWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ZhouZZWW20,
author = {Kun Zhou and
Yuanhang Zhou and
Wayne Xin Zhao and
Xiaoke Wang and
Ji{-}Rong Wen},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {Towards Topic-Guided Conversational Recommender System},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {4128--4139},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.365},
doi = {10.18653/V1/2020.COLING-MAIN.365},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/ZhouZZWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuZWP20,
author = {Ning Wu and
Wayne Xin Zhao and
Jingyuan Wang and
Dayan Pan},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Learning Effective Road Network Representation with Hierarchical Graph
Neural Networks},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {6--14},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403043},
doi = {10.1145/3394486.3403043},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuZWP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouZBZWY20,
author = {Kun Zhou and
Wayne Xin Zhao and
Shuqing Bian and
Yuanhang Zhou and
Ji{-}Rong Wen and
Jingsong Yu},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Improving Conversational Recommender Systems via Knowledge Graph based
Semantic Fusion},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1006--1014},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403143},
doi = {10.1145/3394486.3403143},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhouZBZWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhouZZWY20,
author = {Kun Zhou and
Wayne Xin Zhao and
Yutao Zhu and
Ji{-}Rong Wen and
Jingsong Yu},
editor = {Hady W. Lauw and
Raymond Chi{-}Wing Wong and
Alexandros Ntoulas and
Ee{-}Peng Lim and
See{-}Kiong Ng and
Sinno Jialin Pan},
title = {Improving Multi-turn Response Selection Models with Complementary
Last-Utterance Selection by Instance Weighting},
booktitle = {Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia
Conference, {PAKDD} 2020, Singapore, May 11-14, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12085},
pages = {475--486},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-47436-2\_36},
doi = {10.1007/978-3-030-47436-2\_36},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZhouZZWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/RenLLZWDW20,
author = {Ruiyang Ren and
Zhaoyang Liu and
Yaliang Li and
Wayne Xin Zhao and
Hui Wang and
Bolin Ding and
Ji{-}Rong Wen},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Sequential Recommendation with Self-Attentive Multi-Adversarial Network},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {89--98},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401111},
doi = {10.1145/3397271.3401111},
timestamp = {Wed, 13 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/RenLLZWDW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangFXZNH20,
author = {Pengfei Wang and
Yu Fan and
Long Xia and
Wayne Xin Zhao and
Shaozhang Niu and
Jimmy X. Huang},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {{KERL:} {A} Knowledge-Guided Reinforcement Learning Model for Sequential
Recommendation},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {209--218},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401134},
doi = {10.1145/3397271.3401134},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/WangFXZNH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HeLZLW20,
author = {Gaole He and
Junyi Li and
Wayne Xin Zhao and
Peiju Liu and
Ji{-}Rong Wen},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Mining Implicit Entity Preference from User-Item Interaction Data
for Knowledge Graph Completion via Adversarial Learning},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {740--751},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380155},
doi = {10.1145/3366423.3380155},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/HeLZLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07397,
author = {Kun Zhou and
Wayne Xin Zhao and
Yutao Zhu and
Ji{-}Rong Wen and
Jingsong Yu},
title = {Improving Multi-Turn Response Selection Models with Complementary
Last-Utterance Selection by Instance Weighting},
journal = {CoRR},
volume = {abs/2002.07397},
year = {2020},
url = {https://arxiv.org/abs/2002.07397},
eprinttype = {arXiv},
eprint = {2002.07397},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-12718,
author = {Gaole He and
Junyi Li and
Wayne Xin Zhao and
Peiju Liu and
Ji{-}Rong Wen},
title = {Mining Implicit Entity Preference from User-Item Interaction Data
for Knowledge Graph Completion via Adversarial Learning},
journal = {CoRR},
volume = {abs/2003.12718},
year = {2020},
url = {https://arxiv.org/abs/2003.12718},
eprinttype = {arXiv},
eprint = {2003.12718},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-12718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10602,
author = {Ruiyang Ren and
Zhaoyang Liu and
Yaliang Li and
Wayne Xin Zhao and
Hui Wang and
Bolin Ding and
Ji{-}Rong Wen},
title = {Sequential Recommendation with Self-Attentive Multi-Adversarial Network},
journal = {CoRR},
volume = {abs/2005.10602},
year = {2020},
url = {https://arxiv.org/abs/2005.10602},
eprinttype = {arXiv},
eprint = {2005.10602},
timestamp = {Wed, 13 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04032,
author = {Kun Zhou and
Wayne Xin Zhao and
Shuqing Bian and
Yuanhang Zhou and
Ji{-}Rong Wen and
Jingsong Yu},
title = {Improving Conversational Recommender Systems via Knowledge Graph based
Semantic Fusion},
journal = {CoRR},
volume = {abs/2007.04032},
year = {2020},
url = {https://arxiv.org/abs/2007.04032},
eprinttype = {arXiv},
eprint = {2007.04032},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07873,
author = {Kun Zhou and
Hui Wang and
Wayne Xin Zhao and
Yutao Zhu and
Sirui Wang and
Fuzheng Zhang and
Zhongyuan Wang and
Ji{-}Rong Wen},
title = {S{\^{}}3-Rec: Self-Supervised Learning for Sequential Recommendation
with Mutual Information Maximization},
journal = {CoRR},
volume = {abs/2008.07873},
year = {2020},
url = {https://arxiv.org/abs/2008.07873},
eprinttype = {arXiv},
eprint = {2008.07873},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08247,
author = {Kun Zhou and
Wayne Xin Zhao and
Hui Wang and
Sirui Wang and
Fuzheng Zhang and
Zhongyuan Wang and
Ji{-}Rong Wen},
title = {Leveraging Historical Interaction Data for Improving Conversational
Recommender System},
journal = {CoRR},
volume = {abs/2008.08247},
year = {2020},
url = {https://arxiv.org/abs/2008.08247},
eprinttype = {arXiv},
eprint = {2008.08247},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13299,
author = {Shuqing Bian and
Xu Chen and
Wayne Xin Zhao and
Kun Zhou and
Yupeng Hou and
Yang Song and
Tao Zhang and
Ji{-}Rong Wen},
title = {Learning to Match Jobs with Resumes from Sparse Interaction Data using
Multi-View Co-Teaching Network},
journal = {CoRR},
volume = {abs/2009.13299},
year = {2020},
url = {https://arxiv.org/abs/2009.13299},
eprinttype = {arXiv},
eprint = {2009.13299},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01480,
author = {Junyi Li and
Siqing Li and
Wayne Xin Zhao and
Gaole He and
Zhicheng Wei and
Nicholas Jing Yuan and
Ji{-}Rong Wen},
title = {Knowledge-Enhanced Personalized Review Generation with Capsule Graph
Neural Network},
journal = {CoRR},
volume = {abs/2010.01480},
year = {2020},
url = {https://arxiv.org/abs/2010.01480},
eprinttype = {arXiv},
eprint = {2010.01480},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04125,
author = {Kun Zhou and
Yuanhang Zhou and
Wayne Xin Zhao and
Xiaoke Wang and
Ji{-}Rong Wen},
title = {Towards Topic-Guided Conversational Recommender System},
journal = {CoRR},
volume = {abs/2010.04125},
year = {2020},
url = {https://arxiv.org/abs/2010.04125},
eprinttype = {arXiv},
eprint = {2010.04125},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04484,
author = {Wayne Xin Zhao and
Junhua Chen and
Pengfei Wang and
Qi Gu and
Ji{-}Rong Wen},
title = {Revisiting Alternative Experimental Settings for Evaluating Top-N
Item Recommendation Algorithms},
journal = {CoRR},
volume = {abs/2010.04484},
year = {2020},
url = {https://arxiv.org/abs/2010.04484},
eprinttype = {arXiv},
eprint = {2010.04484},
timestamp = {Sat, 18 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-08191,
author = {Yingqi Qu and
Yuchen Ding and
Jing Liu and
Kai Liu and
Ruiyang Ren and
Xin Zhao and
Daxiang Dong and
Hua Wu and
Haifeng Wang},
title = {RocketQA: An Optimized Training Approach to Dense Passage Retrieval
for Open-Domain Question Answering},
journal = {CoRR},
volume = {abs/2010.08191},
year = {2020},
url = {https://arxiv.org/abs/2010.08191},
eprinttype = {arXiv},
eprint = {2010.08191},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-08191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01731,
author = {Wayne Xin Zhao and
Shanlei Mu and
Yupeng Hou and
Zihan Lin and
Kaiyuan Li and
Yushuo Chen and
Yujie Lu and
Hui Wang and
Changxin Tian and
Xingyu Pan and
Yingqian Min and
Zhichao Feng and
Xinyan Fan and
Xu Chen and
Pengfei Wang and
Wendi Ji and
Yaliang Li and
Xiaoling Wang and
Ji{-}Rong Wen},
title = {RecBole: Towards a Unified, Comprehensive and Efficient Framework
for Recommendation Algorithms},
journal = {CoRR},
volume = {abs/2011.01731},
year = {2020},
url = {https://arxiv.org/abs/2011.01731},
eprinttype = {arXiv},
eprint = {2011.01731},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dint/ZhaoHYDHOW19,
author = {Wayne Xin Zhao and
Gaole He and
Kunlin Yang and
Hongjian Dou and
Jin Huang and
Siqi Ouyang and
Ji{-}Rong Wen},
title = {KB4Rec: {A} Data Set for Linking Knowledge Bases with Recommender
Systems},
journal = {Data Intell.},
volume = {1},
number = {2},
pages = {121--136},
year = {2019},
url = {https://doi.org/10.1162/dint\_a\_00008},
doi = {10.1162/DINT\_A\_00008},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dint/ZhaoHYDHOW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShiHZY19,
author = {Chuan Shi and
Binbin Hu and
Wayne Xin Zhao and
Philip S. Yu},
title = {Heterogeneous Information Network Embedding for Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {2},
pages = {357--370},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2833443},
doi = {10.1109/TKDE.2018.2833443},
timestamp = {Tue, 05 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ShiHZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/BaiZHNW19,
author = {Ting Bai and
Wayne Xin Zhao and
Yulan He and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {Correction to "Characterizing and Predicting Early Reviewers for Effective
Product Marketing on E-Commerce Websites"},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {4},
pages = {818},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2019.2894055},
doi = {10.1109/TKDE.2019.2894055},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/BaiZHNW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiZWS19,
author = {Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen and
Yang Song},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine
Decoding},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {1969--1979},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1190},
doi = {10.18653/V1/P19-1190},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiZWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuBLZSWX19,
author = {Danyang Liu and
Ting Bai and
Jianxun Lian and
Xin Zhao and
Guangzhong Sun and
Ji{-}Rong Wen and
Xing Xie},
editor = {Vito Walter Anelli and
Tommaso Di Noia},
title = {News Graph: An Enhanced Knowledge Graph for News Recommendation},
booktitle = {Proceedings of the Second Workshop on Knowledge-aware and Conversational
Recommender Systems, co-located with 28th {ACM} International Conference
on Information and Knowledge Management, KaRS@CIKM 2019, Beijing,
China, November 7, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2601},
pages = {1--7},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2601/kars2019\_paper\_01.pdf},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuBLZSWX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuWZJ19,
author = {Ning Wu and
Jingyuan Wang and
Wayne Xin Zhao and
Yang Jin},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Learning to Effectively Estimate the Travel Time for Fastest Route
Recommendation},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1923--1932},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357907},
doi = {10.1145/3357384.3357907},
timestamp = {Mon, 04 Nov 2019 11:08:42 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WuWZJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BianZSZW19,
author = {Shuqing Bian and
Wayne Xin Zhao and
Yang Song and
Tao Zhang and
Ji{-}Rong Wen},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Domain Adaptation for Person-Job Fit with Transferable Deep Global
Match Network},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4809--4819},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1487},
doi = {10.18653/V1/D19-1487},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BianZSZW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiZYW19,
author = {Siqing Li and
Wayne Xin Zhao and
Eddy Jing Yin and
Ji{-}Rong Wen},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {A Neural Citation Count Prediction Model based on Peer Review Text},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4913--4923},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1497},
doi = {10.18653/V1/D19-1497},
timestamp = {Thu, 12 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LiZYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangWZPL19,
author = {Jingyuan Wang and
Ning Wu and
Wayne Xin Zhao and
Fanzhang Peng and
Xin Lin},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Empowering A* Search Algorithms with Neural Networks for Personalized
Route Recommendation},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK, USA,
August 4-8, 2019},
pages = {539--547},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330824},
doi = {10.1145/3292500.3330824},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangWZPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhaoDZDW19,
author = {Wayne Xin Zhao and
Hongjian Dou and
Yuanpei Zhao and
Daxiang Dong and
Ji{-}Rong Wen},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Neural Network Based Popularity Prediction by Linking Online Content
with Knowledge Bases},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11440},
pages = {16--28},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16145-3\_2},
doi = {10.1007/978-3-030-16145-3\_2},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZhaoDZDW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/BaiZZDLNW19,
author = {Ting Bai and
Lixin Zou and
Wayne Xin Zhao and
Pan Du and
Weidong Liu and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {CTRec: {A} Long-Short Demands Evolution Model for Continuous-Time
Recommendation},
booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
France, July 21-25, 2019},
pages = {675--684},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331199},
doi = {10.1145/3331184.3331199},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/BaiZZDLNW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SunSFZZN19,
author = {Changchang Sun and
Xuemeng Song and
Fuli Feng and
Wayne Xin Zhao and
Hao Zhang and
Liqiang Nie},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {Supervised Hierarchical Cross-Modal Hashing},
booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
France, July 21-25, 2019},
pages = {725--734},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331229},
doi = {10.1145/3331184.3331229},
timestamp = {Sun, 21 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/SunSFZZN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HuangRZHWD19,
author = {Jin Huang and
Zhaochun Ren and
Wayne Xin Zhao and
Gaole He and
Ji{-}Rong Wen and
Daxiang Dong},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Taxonomy-Aware Multi-Hop Reasoning Networks for Sequential Recommendation},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {573--581},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3290972},
doi = {10.1145/3289600.3290972},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/HuangRZHWD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00066,
author = {Ting Bai and
Pan Du and
Wayne Xin Zhao and
Ji{-}Rong Wen and
Jian{-}Yun Nie},
title = {A Long-Short Demands-Aware Model for Next-Item Recommendation},
journal = {CoRR},
volume = {abs/1903.00066},
year = {2019},
url = {http://arxiv.org/abs/1903.00066},
eprinttype = {arXiv},
eprint = {1903.00066},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05667,
author = {Junyi Li and
Wayne Xin Zhao and
Ji{-}Rong Wen and
Yang Song},
title = {Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine
Decoding},
journal = {CoRR},
volume = {abs/1906.05667},
year = {2019},
url = {http://arxiv.org/abs/1906.05667},
eprinttype = {arXiv},
eprint = {1906.05667},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08489,
author = {Jingyuan Wang and
Ning Wu and
Wayne Xin Zhao and
Fanzhang Peng and
Xin Lin},
title = {Empowering A* Search Algorithms with Neural Networks for Personalized
Route Recommendation},
journal = {CoRR},
volume = {abs/1907.08489},
year = {2019},
url = {http://arxiv.org/abs/1907.08489},
eprinttype = {arXiv},
eprint = {1907.08489},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhaoZSWHC18,
author = {Wayne Xin Zhao and
Ningnan Zhou and
Aixin Sun and
Ji{-}Rong Wen and
Jialong Han and
Edward Y. Chang},
title = {A time-aware trajectory embedding model for next-location recommendation},
journal = {Knowl. Inf. Syst.},
volume = {56},
number = {3},
pages = {559--579},
year = {2018},
url = {https://doi.org/10.1007/s10115-017-1107-4},
doi = {10.1007/S10115-017-1107-4},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/ZhaoZSWHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoFWC18,
author = {Wayne Xin Zhao and
Feifan Fan and
Ji{-}Rong Wen and
Edward Y. Chang},
title = {Joint Representation Learning for Location-Based Social Networks with
Multi-Grained Sequential Contexts},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {2},
pages = {22:1--22:21},
year = {2018},
url = {https://doi.org/10.1145/3127875},
doi = {10.1145/3127875},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhaoFWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HanSCZJP18,
author = {Jialong Han and
Aixin Sun and
Gao Cong and
Wayne Xin Zhao and
Zongcheng Ji and
Minh C. Phan},
title = {Linking Fine-Grained Locations in User Comments},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {1},
pages = {59--72},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2758780},
doi = {10.1109/TKDE.2017.2758780},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HanSCZJP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/JiangDZNYW18,
author = {Zhengbao Jiang and
Zhicheng Dou and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ming Yue and
Ji{-}Rong Wen},
title = {Supervised Search Result Diversification via Subtopic Attention},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {10},
pages = {1971--1984},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2810873},
doi = {10.1109/TKDE.2018.2810873},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/JiangDZNYW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/BaiZHNW18,
author = {Ting Bai and
Wayne Xin Zhao and
Yulan He and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {Characterizing and Predicting Early Reviewers for Effective Product
Marketing on E-Commerce Websites},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {12},
pages = {2271--2284},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2821671},
doi = {10.1109/TKDE.2018.2821671},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/BaiZHNW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhaoZHXW18,
author = {Wayne Xin Zhao and
Wenhui Zhang and
Yulan He and
Xing Xie and
Ji{-}Rong Wen},
title = {Automatically Learning Topics and Difficulty Levels of Problems in
Online Judge Systems},
journal = {{ACM} Trans. Inf. Syst.},
volume = {36},
number = {3},
pages = {27:1--27:33},
year = {2018},
url = {https://doi.org/10.1145/3158670},
doi = {10.1145/3158670},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/ZhaoZHXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WuLCZDYZL18,
author = {Xiangyang Zhou and
Lu Li and
Daxiang Dong and
Yi Liu and
Ying Chen and
Wayne Xin Zhao and
Dianhai Yu and
Hua Wu},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Multi-Turn Response Selection for Chatbots with Deep Attention Matching
Network},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {1118--1127},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1103/},
doi = {10.18653/V1/P18-1103},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WuLCZDYZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShiSZZH18,
author = {Jialong Han and
Yan Song and
Wayne Xin Zhao and
Shuming Shi and
Haisong Zhang},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {hyperdoc2vec: Distributed Representations of Hypertext Documents},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {2384--2394},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1222/},
doi = {10.18653/V1/P18-1222},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ShiSZZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/GuBZW18,
author = {Qi Gu and
Ting Bai and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Yuen{-}Hsien Tseng and
Tetsuya Sakai and
Jing Jiang and
Lun{-}Wei Ku and
Dae Hoon Park and
Jui{-}Feng Yeh and
Liang{-}Chih Yu and
Lung{-}Hao Lee and
Zhi{-}Hong Chen},
title = {A Neural Labeled Network Embedding Approach to Product Adopter Prediction},
booktitle = {Information Retrieval Technology - 14th Asia Information Retrieval
Societies Conference, {AIRS} 2018, Taipei, Taiwan, November 28-30,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11292},
pages = {77--89},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03520-4\_8},
doi = {10.1007/978-3-030-03520-4\_8},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/airs/GuBZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HuSZY18,
author = {Binbin Hu and
Chuan Shi and
Wayne Xin Zhao and
Tianchi Yang},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Local and Global Information Fusion for Top-N Recommendation in Heterogeneous
Information Network},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1683--1686},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3269278},
doi = {10.1145/3269206.3269278},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HuSZY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoHDHOW18,
author = {Wayne Xin Zhao and
Gaole He and
Hongjian Dou and
Jin Huang and
Siqi Ouyang and
Ji{-}Rong Wen},
editor = {Alfredo Cuzzocrea and
Francesco Bonchi and
Dimitrios Gunopulos},
title = {KB4Rec: {A} Dataset for Linking Knowledge Bases with Recommender Systems},
booktitle = {Proceedings of the {CIKM} 2018 Workshops co-located with 27th {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2018), Torino, Italy, October 22, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2482},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2482/paper25.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:32 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoHDHOW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HanSCZJP18,
author = {Jialong Han and
Aixin Sun and
Gao Cong and
Wayne Xin Zhao and
Zongcheng Ji and
Minh C. Phan},
title = {Linking Fine-Grained Locations in User Comments (Extended Abstract)},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1763--1764},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00239},
doi = {10.1109/ICDE.2018.00239},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/HanSCZJP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuSZY18,
author = {Binbin Hu and
Chuan Shi and
Wayne Xin Zhao and
Philip S. Yu},
editor = {Yike Guo and
Faisal Farooq},
title = {Leveraging Meta-path based Context for Top- {N} Recommendation with
{A} Neural Co-Attention Model},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK, August
19-23, 2018},
pages = {1531--1540},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219965},
doi = {10.1145/3219819.3219965},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuSZY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HuangZDWC18,
author = {Jin Huang and
Wayne Xin Zhao and
Hongjian Dou and
Ji{-}Rong Wen and
Edward Y. Chang},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Improving Sequential Recommendation with Knowledge-Enhanced Memory
Networks},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&} Development
in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI, USA, July 08-12,
2018},
pages = {505--514},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3210017},
doi = {10.1145/3209978.3210017},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/HuangZDWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/BaiNZZDW18,
author = {Ting Bai and
Jian{-}Yun Nie and
Wayne Xin Zhao and
Yutao Zhu and
Pan Du and
Ji{-}Rong Wen},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {An Attribute-aware Neural Attentive Model for Next Basket Recommendation},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&} Development
in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI, USA, July 08-12,
2018},
pages = {1201--1204},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3210129},
doi = {10.1145/3209978.3210129},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/BaiNZZDW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03793,
author = {Jialong Han and
Yan Song and
Wayne Xin Zhao and
Shuming Shi and
Haisong Zhang},
title = {hyperdoc2vec: Distributed Representations of Hypertext Documents},
journal = {CoRR},
volume = {abs/1805.03793},
year = {2018},
url = {http://arxiv.org/abs/1805.03793},
eprinttype = {arXiv},
eprint = {1805.03793},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-11141,
author = {Wayne Xin Zhao and
Gaole He and
Hongjian Dou and
Jin Huang and
Siqi Ouyang and
Ji{-}Rong Wen},
title = {KB4Rec: {A} Dataset for Linking Knowledge Bases with Recommender Systems},
journal = {CoRR},
volume = {abs/1807.11141},
year = {2018},
url = {http://arxiv.org/abs/1807.11141},
eprinttype = {arXiv},
eprint = {1807.11141},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-11141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/ZhaoLWL17,
author = {Wayne Xin Zhao and
Chen Liu and
Ji{-}Rong Wen and
Xiaoming Li},
title = {Ranking and tagging bursty features in text streams with context language
models},
journal = {Frontiers Comput. Sci.},
volume = {11},
number = {5},
pages = {852--862},
year = {2017},
url = {https://doi.org/10.1007/s11704-016-5144-z},
doi = {10.1007/S11704-016-5144-Z},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcsc/ZhaoLWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/YinZL17,
author = {Jun Yin and
Wayne Xin Zhao and
Xiaoming Li},
title = {Type-Aware Question Answering over Knowledge Base with Attention-Based
Tree-Structured Neural Networks},
journal = {J. Comput. Sci. Technol.},
volume = {32},
number = {4},
pages = {805--813},
year = {2017},
url = {https://doi.org/10.1007/s11390-017-1761-8},
doi = {10.1007/S11390-017-1761-8},
timestamp = {Thu, 25 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/YinZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/BaiDZYW17,
author = {Ting Bai and
Hong{-}Jian Dou and
Wayne Xin Zhao and
Ding{-}Yi Yang and
Ji{-}Rong Wen},
title = {An Experimental Study of Text Representation Methods for Cross-Site
Purchase Preference Prediction Using the Social Text Data},
journal = {J. Comput. Sci. Technol.},
volume = {32},
number = {4},
pages = {828--842},
year = {2017},
url = {https://doi.org/10.1007/s11390-017-1763-6},
doi = {10.1007/S11390-017-1763-6},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/BaiDZYW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/FanZWXC17,
author = {Feifan Fan and
Wayne Xin Zhao and
Ji{-}Rong Wen and
Ge Xu and
Edward Y. Chang},
title = {Mining collective knowledge: inferring functional labels from online
review for business},
journal = {Knowl. Inf. Syst.},
volume = {53},
number = {3},
pages = {723--747},
year = {2017},
url = {https://doi.org/10.1007/s10115-017-1050-4},
doi = {10.1007/S10115-017-1050-4},
timestamp = {Tue, 17 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/FanZWXC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/YangSZLC17,
author = {Cheng Yang and
Maosong Sun and
Wayne Xin Zhao and
Zhiyuan Liu and
Edward Y. Chang},
title = {A Neural Network Approach to Jointly Modeling Social Networks and
Mobile Trajectories},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {4},
pages = {36:1--36:28},
year = {2017},
url = {https://doi.org/10.1145/3041658},
doi = {10.1145/3041658},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/YangSZLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/YaoZWTXL17,
author = {Yuan Yao and
Wayne Xin Zhao and
Yaojing Wang and
Hanghang Tong and
Feng Xu and
Jian Lu},
title = {Version-Aware Rating Prediction for Mobile App Recommendation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {4},
pages = {38:1--38:33},
year = {2017},
url = {https://doi.org/10.1145/3015458},
doi = {10.1145/3015458},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/YaoZWTXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ShiZS17,
author = {Lei Shi and
Wayne Xin Zhao and
Yi{-}Dong Shen},
title = {Local Representative-Based Matrix Factorization for Cold-Start Recommendation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {36},
number = {2},
pages = {22:1--22:28},
year = {2017},
url = {https://doi.org/10.1145/3108148},
doi = {10.1145/3108148},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ShiZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/YeZZCQ17,
author = {Wenwen Ye and
Yongfeng Zhang and
Wayne Xin Zhao and
Xu Chen and
Zheng Qin},
editor = {Won{-}Kyung Sung and
Hanmin Jung and
Shuo Xu and
Krisana Chinnasarn and
Kazutoshi Sumiya and
Jeonghoon Lee and
Zhicheng Dou and
Grace Hui Yang and
Young{-}Guk Ha and
Seungbock Lee},
title = {A Collaborative Neural Model for Rating Prediction by Leveraging User
Reviews and Product Images},
booktitle = {Information Retrieval Technology - 13th Asia Information Retrieval
Societies Conference, {AIRS} 2017, Jeju Island, South Korea, November
22-24, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10648},
pages = {99--111},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70145-5\_8},
doi = {10.1007/978-3-319-70145-5\_8},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/airs/YeZZCQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/ChenZZYQ17,
author = {Xu Chen and
Yongfeng Zhang and
Wayne Xin Zhao and
Wenwen Ye and
Zheng Qin},
editor = {Won{-}Kyung Sung and
Hanmin Jung and
Shuo Xu and
Krisana Chinnasarn and
Kazutoshi Sumiya and
Jeonghoon Lee and
Zhicheng Dou and
Grace Hui Yang and
Young{-}Guk Ha and
Seungbock Lee},
title = {Probabilistic Local Matrix Factorization Based on User Reviews},
booktitle = {Information Retrieval Technology - 13th Asia Information Retrieval
Societies Conference, {AIRS} 2017, Jeju Island, South Korea, November
22-24, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10648},
pages = {154--166},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70145-5\_12},
doi = {10.1007/978-3-319-70145-5\_12},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/airs/ChenZZYQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BaiWZZ17,
author = {Ting Bai and
Ji{-}Rong Wen and
Jun Zhang and
Wayne Xin Zhao},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {A Neural Collaborative Filtering Model with Interaction-based Neighborhood},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {1979--1982},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133083},
doi = {10.1145/3132847.3133083},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BaiWZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XunLZGZ17,
author = {Guangxu Xun and
Yaliang Li and
Wayne Xin Zhao and
Jing Gao and
Aidong Zhang},
editor = {Carles Sierra},
title = {A Correlated Topic Model Using Word Embeddings},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {4207--4213},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/588},
doi = {10.24963/IJCAI.2017/588},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XunLZGZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/JiangWDZNY17,
author = {Zhengbao Jiang and
Ji{-}Rong Wen and
Zhicheng Dou and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ming Yue},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {Learning to Diversify Search Results via Subtopic Attention},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {545--554},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080805},
doi = {10.1145/3077136.3080805},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/JiangWDZNY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10730,
author = {Chuan Shi and
Binbin Hu and
Wayne Xin Zhao and
Philip S. Yu},
title = {Heterogeneous Information Network Embedding for Recommendation},
journal = {CoRR},
volume = {abs/1711.10730},
year = {2017},
url = {http://arxiv.org/abs/1711.10730},
eprinttype = {arXiv},
eprint = {1711.10730},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/ZhaoWL16,
author = {Wayne Xin Zhao and
Ji{-}Rong Wen and
Xiaoming Li},
title = {Generating timeline summaries with social media attention},
journal = {Frontiers Comput. Sci.},
volume = {10},
number = {4},
pages = {702--716},
year = {2016},
url = {https://doi.org/10.1007/s11704-015-5145-3},
doi = {10.1007/S11704-015-5145-3},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcsc/ZhaoWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhaoLHWWL16,
author = {Wayne Xin Zhao and
Sui Li and
Yulan He and
Liwei Wang and
Ji{-}Rong Wen and
Xiaoming Li},
title = {Exploring demographic information in social media for product recommendation},
journal = {Knowl. Inf. Syst.},
volume = {49},
number = {1},
pages = {61--89},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0897-5},
doi = {10.1007/S10115-015-0897-5},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/ZhaoLHWWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoWHWCL16,
author = {Wayne Xin Zhao and
Jinpeng Wang and
Yulan He and
Ji{-}Rong Wen and
Edward Y. Chang and
Xiaoming Li},
title = {Mining Product Adopter Information from Online Reviews for Improving
Product Recommendation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {3},
pages = {29:1--29:23},
year = {2016},
url = {https://doi.org/10.1145/2842629},
doi = {10.1145/2842629},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhaoWHWCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoLHCWL16,
author = {Wayne Xin Zhao and
Sui Li and
Yulan He and
Edward Y. Chang and
Ji{-}Rong Wen and
Xiaoming Li},
title = {Connecting Social Media to E-Commerce: Cold-Start Product Recommendation
Using Microblogging Information},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {5},
pages = {1147--1159},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2508816},
doi = {10.1109/TKDE.2015.2508816},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoLHCWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouZZWW16,
author = {Ningnan Zhou and
Wayne Xin Zhao and
Xiao Zhang and
Ji{-}Rong Wen and
Shan Wang},
title = {A General Multi-Context Embedding Model for Mining Human Trajectory
Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {8},
pages = {1945--1958},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2550436},
doi = {10.1109/TKDE.2016.2550436},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhouZZWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhaoZZWWC16,
author = {Wayne Xin Zhao and
Ningnan Zhou and
Wenhui Zhang and
Ji{-}Rong Wen and
Shan Wang and
Edward Y. Chang},
title = {A Probabilistic Lifestyle-Based Trajectory Model for Social Strength
Inference from Human Trajectory Data},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {1},
pages = {8:1--8:28},
year = {2016},
url = {https://doi.org/10.1145/2948064},
doi = {10.1145/2948064},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ZhaoZZWWC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/ZhaoLHLW16,
author = {Wayne Xin Zhao and
Jing Liu and
Yulan He and
Chin{-}Yew Lin and
Ji{-}Rong Wen},
title = {A computational approach to measuring the correlation between expertise
and social media influence for celebrities on microblogs},
journal = {World Wide Web},
volume = {19},
number = {5},
pages = {865--886},
year = {2016},
url = {https://doi.org/10.1007/s11280-015-0364-y},
doi = {10.1007/S11280-015-0364-Y},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/www/ZhaoLHLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YaoFZWCX16,
author = {Jin{-}ge Yao and
Feifan Fan and
Wayne Xin Zhao and
Xiaojun Wan and
Edward Y. Chang and
Jianguo Xiao},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Tweet Timeline Generation with Determinantal Point Processes},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3080--3086},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10389},
doi = {10.1609/AAAI.V30I1.10389},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YaoFZWCX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/ZhaoHW16,
author = {Wayne Xin Zhao and
Jin Huang and
Ji{-}Rong Wen},
editor = {Shaoping Ma and
Ji{-}Rong Wen and
Yiqun Liu and
Zhicheng Dou and
Min Zhang and
Yi Chang and
Wayne Xin Zhao},
title = {Learning Distributed Representations for Recommender Systems with
a Network Embedding Approach},
booktitle = {Information Retrieval Technology - 12th Asia Information Retrieval
Societies Conference, {AIRS} 2016, Beijing, China, November 30 - December
2, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9994},
pages = {224--236},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-48051-0\_17},
doi = {10.1007/978-3-319-48051-0\_17},
timestamp = {Tue, 21 Mar 2023 21:01:29 +0100},
biburl = {https://dblp.org/rec/conf/airs/ZhaoHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangZPW16,
author = {Keqiang Wang and
Wayne Xin Zhao and
Hongwei Peng and
Xiaoling Wang},
editor = {Subbarao Kambhampati},
title = {Bayesian Probabilistic Multi-Topic Matrix Factorization for Rating
Prediction},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3910--3916},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/550},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangZPW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/airs/2016,
editor = {Shaoping Ma and
Ji{-}Rong Wen and
Yiqun Liu and
Zhicheng Dou and
Min Zhang and
Yi Chang and
Wayne Xin Zhao},
title = {Information Retrieval Technology - 12th Asia Information Retrieval
Societies Conference, {AIRS} 2016, Beijing, China, November 30 - December
2, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9994},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-48051-0},
doi = {10.1007/978-3-319-48051-0},
isbn = {978-3-319-48050-3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/airs/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangSZLC16,
author = {Cheng Yang and
Maosong Sun and
Wayne Xin Zhao and
Zhiyuan Liu and
Edward Y. Chang},
title = {A Neural Network Approach to Joint Modeling Social Networks and Mobile
Trajectories},
journal = {CoRR},
volume = {abs/1606.08154},
year = {2016},
url = {http://arxiv.org/abs/1606.08154},
eprinttype = {arXiv},
eprint = {1606.08154},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangSZLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoWHNWL15,
author = {Wayne Xin Zhao and
Jinpeng Wang and
Yulan He and
Jian{-}Yun Nie and
Ji{-}Rong Wen and
Xiaoming Li},
title = {Incorporating Social Role Theory into Topic Models for Social Media
Content Analysis},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {4},
pages = {1032--1044},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2359672},
doi = {10.1109/TKDE.2014.2359672},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoWHNWL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhaoZLSNYW15,
author = {Wayne Xin Zhao and
Xudong Zhang and
Daniel Lemire and
Dongdong Shan and
Jian{-}Yun Nie and
Hongfei Yan and
Ji{-}Rong Wen},
title = {A General SIMD-Based Approach to Accelerating Compression Algorithms},
journal = {{ACM} Trans. Inf. Syst.},
volume = {33},
number = {3},
pages = {15:1--15:28},
year = {2015},
url = {https://doi.org/10.1145/2735629},
doi = {10.1145/2735629},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/ZhaoZLSNYW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangCZL15,
author = {Jinpeng Wang and
Gao Cong and
Wayne Xin Zhao and
Xiaoming Li},
editor = {Blai Bonet and
Sven Koenig},
title = {Mining User Intents in Twitter: {A} Semi-Supervised Approach to Inferring
Intent Categories for Tweets},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {318--324},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9196},
doi = {10.1609/AAAI.V29I1.9196},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangCZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/FanQLZY15,
author = {Feifan Fan and
Runwei Qiang and
Chao Lv and
Wayne Xin Zhao and
Jianwu Yang},
editor = {Guido Zuccon and
Shlomo Geva and
Hideo Joho and
Falk Scholer and
Aixin Sun and
Peng Zhang},
title = {Tweet Timeline Generation via Graph-Based Dynamic Greedy Clustering},
booktitle = {Information Retrieval Technology - 11th Asia Information Retrieval
Societies Conference, {AIRS} 2015, Brisbane, QLD, Australia, December
2-4, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9460},
pages = {304--316},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28940-3\_24},
doi = {10.1007/978-3-319-28940-3\_24},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/airs/FanQLZY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/WangZHL15,
author = {Jinpeng Wang and
Wayne Xin Zhao and
Yulan He and
Xiaoming Li},
editor = {Meeyoung Cha and
Cecilia Mascolo and
Christian Sandvig},
title = {Leveraging Product Adopter Information from Online Reviews for Product
Recommendation},
booktitle = {Proceedings of the Ninth International Conference on Web and Social
Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29,
2015},
pages = {464--472},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10475},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/WangZHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoZLSNYW15,
author = {Wayne Xin Zhao and
Xudong Zhang and
Daniel Lemire and
Dongdong Shan and
Jian{-}Yun Nie and
Hongfei Yan and
Ji{-}Rong Wen},
title = {A General SIMD-based Approach to Accelerating Compression Algorithms},
journal = {CoRR},
volume = {abs/1502.01916},
year = {2015},
url = {http://arxiv.org/abs/1502.01916},
eprinttype = {arXiv},
eprint = {1502.01916},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoZLSNYW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WangZHL14,
author = {Jinpeng Wang and
Wayne Xin Zhao and
Yulan He and
Xiaoming Li},
title = {Infer User Interests via Link Structure Regularization},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {5},
number = {2},
pages = {23:1--23:22},
year = {2014},
url = {https://doi.org/10.1145/2499380},
doi = {10.1145/2499380},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/WangZHL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ZhaoLHLW14,
author = {Wayne Xin Zhao and
Jing Liu and
Yulan He and
Chin{-}Yew Lin and
Ji{-}Rong Wen},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {A computational approach to measuring the correlation between expertise
and social media influence for celebrities on microblogs},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {460--463},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921626},
doi = {10.1109/ASONAM.2014.6921626},
timestamp = {Thu, 02 May 2024 20:50:55 +0200},
biburl = {https://dblp.org/rec/conf/asunam/ZhaoLHLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/XiaoZWX14,
author = {Yang Xiao and
Wayne Xin Zhao and
Kun Wang and
Zhen Xiao},
editor = {Jan Hajic and
Junichi Tsujii},
title = {Knowledge Sharing via Social Login: Exploiting Microblogging Service
for Warming up Social Question Answering Websites},
booktitle = {{COLING} 2014, 25th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, August 23-29, 2014,
Dublin, Ireland},
pages = {656--666},
publisher = {{ACL}},
year = {2014},
url = {https://aclanthology.org/C14-1062/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/XiaoZWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoGHJWL14,
author = {Wayne Xin Zhao and
Yanwei Guo and
Yulan He and
Han Jiang and
Yuexin Wu and
Xiaoming Li},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {We know what you want to buy: a demographic-based system for product
recommendation on microblogs},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1935--1944},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623351},
doi = {10.1145/2623330.2623351},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoGHJWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangZSY13,
author = {Xudong Zhang and
Wayne Xin Zhao and
Dongdong Shan and
Hongfei Yan},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Benjamin W. Wah and
Ricardo Baeza{-}Yates and
Geoffrey C. Fox and
Cyrus Shahabi and
Matthew Smith and
Qiang Yang and
Rayid Ghani and
Wei Fan and
Ronny Lempel and
Raghunath Nambiar},
title = {Group-Scheme: SIMD-based compression algorithms for web text data},
booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
6-9 October 2013, Santa Clara, CA, {USA}},
pages = {525--530},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.2013.6691617},
doi = {10.1109/BIGDATA.2013.6691617},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangZSY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoWHNL13,
author = {Wayne Xin Zhao and
Jinpeng Wang and
Yulan He and
Jian{-}Yun Nie and
Xiaoming Li},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Originator or propagator?: incorporating social role theory into topic
models for twitter content analysis},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1649--1654},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505599},
doi = {10.1145/2505515.2505599},
timestamp = {Mon, 19 Aug 2024 08:36:26 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoWHNL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangZWYL13,
author = {Jinpeng Wang and
Wayne Xin Zhao and
Haitian Wei and
Hongfei Yan and
Xiaoming Li},
title = {Mining New Business Opportunities: Identifying Trend related Products
by Leveraging Commercial Intents from Microblogs},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {1337--1347},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/D13-1132/},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangZWYL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhaoGYHL13,
author = {Wayne Xin Zhao and
Yanwei Guo and
Rui Yan and
Yulan He and
Xiaoming Li},
editor = {Gareth J. F. Jones and
Paraic Sheridan and
Diane Kelly and
Maarten de Rijke and
Tetsuya Sakai},
title = {Timeline generation with social attention},
booktitle = {The 36th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '13, Dublin, Ireland - July 28 -
August 01, 2013},
pages = {1061--1064},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2484028.2484103},
doi = {10.1145/2484028.2484103},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhaoGYHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/LuZYL13,
author = {Yang Lu and
Wayne Xin Zhao and
Hongfei Yan and
Xiaoming Li},
editor = {Jianyong Wang and
Hui Xiong and
Yoshiharu Ishikawa and
Jianliang Xu and
Junfeng Zhou},
title = {A Metric Learning Based Approach to Evaluate Task-Specific Time Series
Similarity},
booktitle = {Web-Age Information Management - 14th International Conference, {WAIM}
2013, Beidaihe, China, June 14-16, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7923},
pages = {314--325},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38562-9\_32},
doi = {10.1007/978-3-642-38562-9\_32},
timestamp = {Sat, 27 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/waim/LuZYL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/WangZYWNL12,
author = {Jinpeng Wang and
Wayne Xin Zhao and
Rui Yan and
Haitian Wei and
Jian{-}Yun Nie and
Xiaoming Li},
editor = {Yuexian Hou and
Jian{-}Yun Nie and
Le Sun and
Bo Wang and
Peng Zhang},
title = {Using Lexical and Thematic Knowledge for Name Disambiguation},
booktitle = {Information Retrieval Technology, 8th Asia Information Retrieval Societies
Conference, {AIRS} 2012, Tianjin, China, December 17-19, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7675},
pages = {76--88},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35341-3\_7},
doi = {10.1007/978-3-642-35341-3\_7},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/airs/WangZYWNL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YanWLZCL12,
author = {Rui Yan and
Xiaojun Wan and
Mirella Lapata and
Wayne Xin Zhao and
Pu{-}Jen Cheng and
Xiaoming Li},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Visualizing timelines: evolutionary summarization via iterative reinforcement
between text and image streams},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {275--284},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396799},
doi = {10.1145/2396761.2396799},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YanWLZCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SongJZLW12,
author = {Yang Song and
Jing Jiang and
Wayne Xin Zhao and
Sujian Li and
Houfeng Wang},
editor = {Jun'ichi Tsujii and
James Henderson and
Marius Pasca},
title = {Joint Learning for Coreference Resolution with Markov Logic},
booktitle = {Proceedings of the 2012 Joint Conference on Empirical Methods in Natural
Language Processing and Computational Natural Language Learning, EMNLP-CoNLL
2012, July 12-14, 2012, Jeju Island, Korea},
pages = {1245--1254},
publisher = {{ACL}},
year = {2012},
url = {https://aclanthology.org/D12-1114/},
timestamp = {Thu, 14 Apr 2022 16:28:48 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SongJZLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoSJSYL12,
author = {Xin Zhao and
Baihan Shu and
Jing Jiang and
Yang Song and
Hongfei Yan and
Xiaoming Li},
editor = {Jun'ichi Tsujii and
James Henderson and
Marius Pasca},
title = {Identifying Event-related Bursts via Social Media Activities},
booktitle = {Proceedings of the 2012 Joint Conference on Empirical Methods in Natural
Language Processing and Computational Natural Language Learning, EMNLP-CoNLL
2012, July 12-14, 2012, Jeju Island, Korea},
pages = {1466--1477},
publisher = {{ACL}},
year = {2012},
url = {https://aclanthology.org/D12-1134/},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoSJSYL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShanZCSWYYL12,
author = {Dongdong Shan and
Wayne Xin Zhao and
Rishan Chen and
Baihan Shu and
Ziqi Wang and
Junjie Yao and
Hongfei Yan and
Xiaoming Li},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {EventSearch: a system for event discovery and retrieval on multi-type
historical data},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1564--1567},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339781},
doi = {10.1145/2339530.2339781},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShanZCSWYYL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spire/HeNLZ12,
author = {Jing He and
Jian{-}Yun Nie and
Yang Lu and
Wayne Xin Zhao},
editor = {Liliana Calder{\'{o}}n{-}Benavides and
Cristina N. Gonz{\'{a}}lez{-}Caro and
Edgar Ch{\'{a}}vez and
Nivio Ziviani},
title = {Position-Aligned Translation Model for Citation Recommendation},
booktitle = {String Processing and Information Retrieval - 19th International Symposium,
{SPIRE} 2012, Cartagena de Indias, Colombia, October 21-25, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7608},
pages = {251--263},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34109-0\_27},
doi = {10.1007/978-3-642-34109-0\_27},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/spire/HeNLZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhaoJHSALL11,
author = {Wayne Xin Zhao and
Jing Jiang and
Jing He and
Yang Song and
Palakorn Achananuparp and
Ee{-}Peng Lim and
Xiaoming Li},
editor = {Dekang Lin and
Yuji Matsumoto and
Rada Mihalcea},
title = {Topical Keyphrase Extraction from Twitter},
booktitle = {The 49th Annual Meeting of the Association for Computational Linguistics:
Human Language Technologies, Proceedings of the Conference, 19-24
June, 2011, Portland, Oregon, {USA}},
pages = {379--388},
publisher = {The Association for Computer Linguistics},
year = {2011},
url = {https://aclanthology.org/P11-1039/},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhaoJHSALL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShanZHYYL11,
author = {Dongdong Shan and
Wayne Xin Zhao and
Jing He and
Rui Yan and
Hongfei Yan and
Xiaoming Li},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Efficient phrase querying with flat position index},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {2001--2004},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063875},
doi = {10.1145/2063576.2063875},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ShanZHYYL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/ZhaoJWHLYL11,
author = {Wayne Xin Zhao and
Jing Jiang and
Jianshu Weng and
Jing He and
Ee{-}Peng Lim and
Hongfei Yan and
Xiaoming Li},
editor = {Paul D. Clough and
Colum Foley and
Cathal Gurrin and
Gareth J. F. Jones and
Wessel Kraaij and
Hyowon Lee and
Vanessa Murdock},
title = {Comparing Twitter and Traditional Media Using Topic Models},
booktitle = {Advances in Information Retrieval - 33rd European Conference on {IR}
Research, {ECIR} 2011, Dublin, Ireland, April 18-21, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6611},
pages = {338--349},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20161-5\_34},
doi = {10.1007/978-3-642-20161-5\_34},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/ZhaoJWHLYL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HeZSLY11,
author = {Jing He and
Wayne Xin Zhao and
Baihan Shu and
Xiaoming Li and
Hongfei Yan},
editor = {Wei{-}Ying Ma and
Jian{-}Yun Nie and
Ricardo Baeza{-}Yates and
Tat{-}Seng Chua and
W. Bruce Croft},
title = {Efficiently collecting relevance information from clickthroughs for
web retrieval system evaluation},
booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
July 25-29, 2011},
pages = {275--284},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2009916.2009956},
doi = {10.1145/2009916.2009956},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/HeZSLY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoJHSYL10,
author = {Wayne Xin Zhao and
Jing Jiang and
Jing He and
Dongdong Shan and
Hongfei Yan and
Xiaoming Li},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Context modeling for ranking and tagging bursty features in text streams},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1769--1772},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871725},
doi = {10.1145/1871437.1871725},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoJHSYL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoJYL10,
author = {Wayne Xin Zhao and
Jing Jiang and
Hongfei Yan and
Xiaoming Li},
title = {Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid},
booktitle = {Proceedings of the 2010 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2010, 9-11 October 2010, {MIT} Stata
Center, Massachusetts, USA, {A} meeting of SIGDAT, a Special Interest
Group of the {ACL}},
pages = {56--65},
publisher = {{ACL}},
year = {2010},
url = {https://aclanthology.org/D10-1006/},
timestamp = {Sat, 27 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoJYL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
