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ORCIDNAACL 2021: Online - Industry Papers
- Young-bum Kim, Yunyao Li, Owen Rambow:
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, NAACL-HLT 2021, Online, June 6-11, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-47-3 - Stojan Trajanovski, Chad Atalla, Kunho Kim, Vipul Agarwal, Milad Shokouhi, Chris Quirk:
When does text prediction benefit from additional context? An exploration of contextual signals for chat and email messages. 1-9 - Jose Garrido Ramas, Giorgio Pessot, Abdalghani Abujabal, Martin Rajman:
Identifying and Resolving Annotation Changes for Natural Language Understanding. 10-18 - Tong Wang, Jiangning Chen, Mohsen Malmir, Shuyan Dong, Xin He, Han Wang, Chengwei Su, Yue Liu, Yang Liu:
Optimizing NLU Reranking Using Entity Resolution Signals in Multi-domain Dialog Systems. 19-25 - Mingyue Shang, Tong Wang, Mihail Eric, Jiangning Chen, Jiyang Wang, Matthew Welch, Tiantong Deng, Akshay Grewal, Han Wang, Yue Liu, Yang Liu, Dilek Hakkani-Tür:
Entity Resolution in Open-domain Conversations. 26-33 - Manisha Srivastava, Yichao Lu, Riley Peschon, Chenyang Li:
Pretrain-Finetune Based Training of Task-Oriented Dialogue Systems in a Real-World Setting. 34-40 - Tzu-Hsiang Lin, Yipeng Shi, Chentao Ye, Yang Fan, Weitong Ruan, Emre Barut, Wael Hamza, Chengwei Su:
Contextual Domain Classification with Temporal Representations. 41-48 - Sergio Oramas, Massimo Quadrana, Fabien Gouyon:
Bootstrapping a Music Voice Assistant with Weak Supervision. 49-55 - Abdalghani Abujabal, Claudio Delli Bovi, Sungho Ryu, Turan Gojayev, Fabian Triefenbach, Yannick Versley:
Continuous Model Improvement for Language Understanding with Machine Translation. 56-62 - Ryan Price, Mahnoosh Mehrabani, Narendra Gupta, Yeon-Jun Kim, Shahab Jalalvand, Minhua Chen, Yanjie Zhao, Srinivas Bangalore:
A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents. 63-71 - Shubhi Tyagi, Antonio Bonafonte, Jaime Lorenzo-Trueba, Javier Latorre:
Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems. 72-79 - Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty:
Addressing the Vulnerability of NMT in Input Perturbations. 80-88 - Mingxuan Wang, Hongxiao Bai, Lei Li, Hai Zhao:
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation. 89-96 - Chanjun Park, Sugyeong Eo
, Hyeonseok Moon, Heuiseok Lim:
Should we find another model?: Improving Neural Machine Translation Performance with ONE-Piece Tokenization Method without Model Modification. 97-104 - Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong:
Autocorrect in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation. 105-112 - Xiaohui Wang, Ying Xiong, Yang Wei, Mingxuan Wang, Lei Li:
LightSeq: A High Performance Inference Library for Transformers. 113-120 - Cindy Wang, Michele Banko:
Practical Transformer-based Multilingual Text Classification. 121-129 - Shuangyong Song, Chao Wang, Haiqing Chen, Huan Chen:
An Emotional Comfort Framework for Improving User Satisfaction in E-Commerce Customer Service Chatbots. 130-137 - Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang:
Language Scaling for Universal Suggested Replies Model. 138-145 - Hanqing Lu, Youna Hu, Tong Zhao, Tony Wu, Yiwei Song, Bing Yin:
Graph-based Multilingual Product Retrieval in E-Commerce Search. 146-153 - Federico Bianchi, Jacopo Tagliabue, Bingqing Yu:
Query2Prod2Vec: Grounded Word Embeddings for eCommerce. 154-162 - Amir Ganiev, Colton Chapin, Anderson de Andrade, Chen Liu:
An Architecture for Accelerated Large-Scale Inference of Transformer-Based Language Models. 163-169 - Zhe Liu, Yufan Guo, Jalal Mahmud:
When and Why a Model Fails? A Human-in-the-loop Error Detection Framework for Sentiment Analysis. 170-177 - Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Güven, Meng Jiang:
Technical Question Answering across Tasks and Domains. 178-186 - Marek Suppa, Katarína Benesová, Andrej Svec:
Cost-effective Deployment of BERT Models in Serverless Environment. 187-195 - Deepak Muralidharan, Joel Ruben Antony Moniz, Sida Gao, Xiao Yang, Justine T. Kao, Stephen Pulman, Atish Kothari, Ray Shen, Yinying Pan, Vivek Kaul, Mubarak Seyed Ibrahim, Gang Xiang, Nan Dun, Yidan Zhou, Andy O, Yuan Zhang, Pooja Chitkara, Xuan Wang, Alkesh Patel, Kushal Tayal, Roger Zheng, Peter Grasch, Jason D. Williams, Lin Li:
Noise Robust Named Entity Understanding for Voice Assistants. 196-204 - Karan Goel, Laurel J. Orr, Nazneen Fatema Rajani, Jesse Vig, Christopher Ré:
Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems. 205-213 - Brian Lester, Sagnik Ray Choudhury, Rashmi Prasad, Srinivas Bangalore:
Intent Features for Rich Natural Language Understanding. 214-221 - Arvind Agarwal, Laura Chiticariu, Poornima Chozhiyath Raman, Marina Danilevsky, Diman Ghazi, Ankush Gupta, Shanmukha C. Guttula, Yannis Katsis, Rajasekar Krishnamurthy, Yunyao Li, Shubham Mudgal, Vitobha Munigala, Nicholas Phan, Dhaval Sonawane, Sneha Srinivasan, Sudarshan R. Thitte, Mitesh Vasa, Ramiya Venkatachalam, Vinitha Yaski, Huaiyu Zhu:
Development of an Enterprise-Grade Contract Understanding System. 222-229 - Wei Zhu, Yuan Ni, Xiaoling Wang, Guotong Xie:
Discovering Better Model Architectures for Medical Query Understanding. 230-237 - Petr Marek, Vishal Ishwar Naik, Anuj Goyal, Vincent Auvray:
OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation. 238-245 - Litton J. Kurisinkel, Ai Ti Aw, Nancy F. Chen:
Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States. 246-254 - Hidetaka Kamigaito, Peinan Zhang, Hiroya Takamura, Manabu Okumura:
An Empirical Study of Generating Texts for Search Engine Advertising. 255-262 - Yashal Shakti Kanungo, Sumit Negi, Aruna Rajan:
Ad Headline Generation using Self-Critical Masked Language Model. 263-271 - Kartik Mehta, Ioana Oprea, Nikhil Rasiwasia:
LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes. 272-279 - Eshwar Shamanna Girishekar, Shiv Surya, Nishant Nikhil, Dyut Kumar Sil, Sumit Negi, Aruna Rajan:
Training Language Models under Resource Constraints for Adversarial Advertisement Detection. 280-287 - Victor Soto, Konstantine Arkoudas:
Combining Weakly Supervised ML Techniques for Low-Resource NLU. 288-295 - Lei Chen, Hirokazu Miyake:
Label-Guided Learning for Item Categorization in e-Commerce. 296-303 - Haode Qi, Lin Pan, Atin Sood, Abhishek Shah, Ladislav Kunc, Mo Yu, Saloni Potdar:
Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations. 304-310 - Luoxin Chen, Francisco Garcia, Varun Kumar, He Xie, Jianhua Lu:
Industry Scale Semi-Supervised Learning for Natural Language Understanding. 311-318
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