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2020 – today
- 2022
[c48]Louis Martin, Angela Fan, Éric de la Clergerie, Antoine Bordes, Benoît Sagot:
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases. LREC 2022: 1651-1664- 2021
- [j9]Angela Fan, Claire Gardent, Chloé Braud
, Antoine Bordes:
Augmenting Transformers with KNN-Based Composite Memory for Dialog. Trans. Assoc. Comput. Linguistics 9: 82-99 (2021) - 2020
- [c47]Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston:
Image-Chat: Engaging Grounded Conversations. ACL 2020: 2414-2429 - [c46]Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia:
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations. ACL 2020: 4668-4679 - [c45]Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, Sebastian Riedel:
Generating Fact Checking Briefs. EMNLP (1) 2020: 7147-7161 - [c44]Louis Martin, Éric de la Clergerie, Benoît Sagot, Antoine Bordes:
Controllable Sentence Simplification. LREC 2020: 4689-4698 - [i29]Angela Fan, Claire Gardent, Chloé Braud, Antoine Bordes:
Augmenting Transformers with KNN-Based Composite Memory for Dialogue. CoRR abs/2004.12744 (2020) - [i28]Louis Martin, Angela Fan, Éric de la Clergerie, Antoine Bordes, Benoît Sagot:
Multilingual Unsupervised Sentence Simplification. CoRR abs/2005.00352 (2020) - [i27]Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia:
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations. CoRR abs/2005.00481 (2020) - [i26]Stephen Roller, Y-Lan Boureau, Jason Weston, Antoine Bordes, Emily Dinan, Angela Fan, David Gunning, Da Ju, Margaret Li, Spencer Poff, Pratik Ringshia, Kurt Shuster, Eric Michael Smith, Arthur Szlam, Jack Urbanek, Mary Williamson:
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions. CoRR abs/2006.12442 (2020) - [i25]Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, Sebastian Riedel:
Generating Fact Checking Briefs. CoRR abs/2011.05448 (2020)
2010 – 2019
- 2019
- [c43]Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston:
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ACL (1) 2019: 3667-3684 - [c42]Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston:
Engaging Image Captioning via Personality. CVPR 2019: 12516-12526 - [c41]Angela Fan, Claire Gardent, Chloé Braud, Antoine Bordes:
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs. EMNLP/IJCNLP (1) 2019: 4184-4194 - [i24]Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston:
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! CoRR abs/1901.05415 (2019) - [i23]Louis Martin, Samuel Humeau, Pierre-Emmanuel Mazaré, Antoine Bordes, Éric Villemonte de la Clergerie, Benoît Sagot:
Reference-less Quality Estimation of Text Simplification Systems. CoRR abs/1901.10746 (2019) - [i22]Louis Martin, Benoît Sagot, Éric de la Clergerie, Antoine Bordes:
Controllable Sentence Simplification. CoRR abs/1910.02677 (2019) - [i21]Angela Fan, Claire Gardent, Chloé Braud, Antoine Bordes:
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs. CoRR abs/1910.08435 (2019) - 2018
- [c40]Ledell Yu Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston:
StarSpace: Embed All The Things! AAAI 2018: 5569-5577 - [c39]Othman Sbai, Mohamed Elhoseiny, Antoine Bordes, Yann LeCun, Camille Couprie:
DesIGN: Design Inspiration from Generative Networks. ECCV Workshops (3) 2018: 37-44 - [c38]Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, Antoine Bordes:
Training Millions of Personalized Dialogue Agents. EMNLP 2018: 2775-2779 - [i20]Othman Sbai, Mohamed Elhoseiny, Antoine Bordes, Yann LeCun, Camille Couprie:
DeSIGN: Design Inspiration from Generative Networks. CoRR abs/1804.00921 (2018) - [i19]Martin Raison, Pierre-Emmanuel Mazaré, Rajarshi Das, Antoine Bordes:
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading. CoRR abs/1804.10490 (2018) - [i18]Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, Antoine Bordes:
Training Millions of Personalized Dialogue Agents. CoRR abs/1809.01984 (2018) - [i17]Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston:
Engaging Image Captioning Via Personality. CoRR abs/1810.10665 (2018) - [i16]Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston:
Engaging Image Chat: Modeling Personality in Grounded Dialogue. CoRR abs/1811.00945 (2018) - 2017
- [c37]Danqi Chen, Adam Fisch, Jason Weston, Antoine Bordes:
Reading Wikipedia to Answer Open-Domain Questions. ACL (1) 2017: 1870-1879 - [c36]Alexander H. Miller, Will Feng, Dhruv Batra, Antoine Bordes, Adam Fisch, Jiasen Lu, Devi Parikh, Jason Weston:
ParlAI: A Dialog Research Software Platform. EMNLP (System Demonstrations) 2017: 79-84 - [c35]Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes:
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. EMNLP 2017: 670-680 - [c34]Antoine Bordes, Y-Lan Boureau, Jason Weston:
Learning End-to-End Goal-Oriented Dialog. ICLR 2017 - [c33]Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun:
Tracking the World State with Recurrent Entity Networks. ICLR (Poster) 2017 - [c32]Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato:
Fader Networks: Manipulating Images by Sliding Attributes. NIPS 2017: 5967-5976 - [e2]Phil Blunsom, Antoine Bordes, Kyunghyun Cho, Shay B. Cohen, Chris Dyer, Edward Grefenstette, Karl Moritz Hermann, Laura Rimell, Jason Weston, Scott Yih:
Proceedings of the 2nd Workshop on Representation Learning for NLP, Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-62-3 [contents] - [i15]Danqi Chen, Adam Fisch, Jason Weston, Antoine Bordes:
Reading Wikipedia to Answer Open-Domain Questions. CoRR abs/1704.00051 (2017) - [i14]Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes:
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. CoRR abs/1705.02364 (2017) - [i13]Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, Jason Weston:
ParlAI: A Dialog Research Software Platform. CoRR abs/1705.06476 (2017) - [i12]Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato:
Fader Networks: Manipulating Images by Sliding Attributes. CoRR abs/1706.00409 (2017) - [i11]Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston:
StarSpace: Embed All The Things! CoRR abs/1709.03856 (2017) - 2016
- [j8]Alberto García-Durán, Antoine Bordes, Nicolas Usunier, Yves Grandvalet:
Combining Two and Three-Way Embedding Models for Link Prediction in Knowledge Bases. J. Artif. Intell. Res. 55: 715-742 (2016) - [c31]Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston:
Key-Value Memory Networks for Directly Reading Documents. EMNLP 2016: 1400-1409 - [c30]Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander H. Miller, Arthur Szlam, Jason Weston:
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems. ICLR (Poster) 2016 - [c29]Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston:
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations. ICLR 2016 - [c28]Jason Weston, Antoine Bordes, Sumit Chopra, Tomás Mikolov:
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks. ICLR (Poster) 2016 - [e1]Tarek Richard Besold, Antoine Bordes, Artur S. d'Avila Garcez, Greg Wayne:
Proceedings of the Workshop on Cognitive Computation: Integrating neural and symbolic approaches 2016 co-located with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain, December 9, 2016. CEUR Workshop Proceedings 1773, CEUR-WS.org 2016 [contents] - [i10]Antoine Bordes, Jason Weston:
Learning End-to-End Goal-Oriented Dialog. CoRR abs/1605.07683 (2016) - [i9]Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston:
Key-Value Memory Networks for Directly Reading Documents. CoRR abs/1606.03126 (2016) - [i8]Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun:
Tracking the World State with Recurrent Entity Networks. CoRR abs/1612.03969 (2016) - 2015
- [j7]Xiao Liu, Antoine Bordes, Yves Grandvalet:
Extracting biomedical events from pairs of text entities. BMC Bioinform. 16(S10): S8 (2015) - [c27]Alberto García-Durán, Antoine Bordes, Nicolas Usunier:
Composing Relationships with Translations. EMNLP 2015: 286-290 - [c26]Antoine Bordes, Evgeniy Gabrilovich:
Constructing and Mining Web-Scale Knowledge Graphs: WWW 2015 Tutorial. WWW (Companion Volume) 2015: 1523 - [c25]Jason Weston, Sumit Chopra, Antoine Bordes:
Memory Networks. ICLR 2015 - [i7]Alberto García-Durán, Antoine Bordes, Nicolas Usunier, Yves Grandvalet:
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases. CoRR abs/1506.00999 (2015) - [i6]Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston:
Large-scale Simple Question Answering with Memory Networks. CoRR abs/1506.02075 (2015) - 2014
- [j6]Antoine Bordes, Léon Bottou, Ronan Collobert, Dan Roth, Jason Weston, Luke Zettlemoyer:
Introduction to the special issue on learning semantics. Mach. Learn. 94(2): 127-131 (2014) - [j5]Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio:
A semantic matching energy function for learning with multi-relational data - Application to word-sense disambiguation. Mach. Learn. 94(2): 233-259 (2014) - [j4]Grégoire Mesnil, Antoine Bordes, Jason Weston, Gal Chechik, Yoshua Bengio:
Learning semantic representations of objects and their parts. Mach. Learn. 94(2): 281-301 (2014) - [c24]Xiao Liu, Antoine Bordes, Yves Grandvalet:
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction. EACL 2014: 692-701 - [c23]Antoine Bordes, Sumit Chopra, Jason Weston:
Question Answering with Subgraph Embeddings. EMNLP 2014: 615-620 - [c22]Antoine Bordes, Evgeniy Gabrilovich:
Constructing and mining web-scale knowledge graphs: KDD 2014 tutorial. KDD 2014: 1967 - [c21]Antoine Bordes, Jason Weston, Nicolas Usunier:
Open Question Answering with Weakly Supervised Embedding Models. ECML/PKDD (1) 2014: 165-180 - [c20]Alberto García-Durán, Antoine Bordes, Nicolas Usunier:
Effective Blending of Two and Three-way Interactions for Modeling Multi-relational Data. ECML/PKDD (1) 2014: 434-449 - [i5]Antoine Bordes, Jason Weston, Nicolas Usunier:
Open Question Answering with Weakly Supervised Embedding Models. CoRR abs/1404.4326 (2014) - [i4]Antoine Bordes, Sumit Chopra, Jason Weston:
Question Answering with Subgraph Embeddings. CoRR abs/1406.3676 (2014) - 2013
- [c19]Xiao Liu, Antoine Bordes, Yves Grandvalet:
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities. BioNLP@ACL (Shared Task) 2013: 45-49 - [c18]Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier:
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. EMNLP 2013: 1366-1371 - [c17]Grégoire Mesnil, Salah Rifai, Antoine Bordes, Xavier Glorot, Yoshua Bengio, Pascal Vincent:
Unsupervised Learning of Semantics of Object Detections for Scene Categorization. ICPRAM (Selected Papers) 2013: 209-224 - [c16]Grégoire Mesnil, Salah Rifai, Antoine Bordes, Xavier Glorot, Yoshua Bengio, Pascal Vincent:
Unsupervised and Transfer Learning under Uncertainty - From Object Detections to Scene Categorization. ICPRAM 2013: 345-354 - [c15]Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko:
Translating Embeddings for Modeling Multi-relational Data. NIPS 2013: 2787-2795 - [c14]Xavier Glorot, Antoine Bordes, Jason Weston, Yoshua Bengio:
A Semantic Matching Energy Function for Learning with Multi-relational Data. ICLR (Workshop Poster) 2013 - [i3]Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko:
Irreflexive and Hierarchical Relations as Translations. CoRR abs/1304.7158 (2013) - [i2]Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier:
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. CoRR abs/1307.7973 (2013) - 2012
- [c13]Rodolphe Jenatton, Nicolas Le Roux, Antoine Bordes, Guillaume Obozinski:
A latent factor model for highly multi-relational data. NIPS 2012: 3176-3184 - [c12]Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio:
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. AISTATS 2012: 127-135 - 2011
- [c11]Antoine Bordes, Jason Weston, Ronan Collobert, Yoshua Bengio:
Learning Structured Embeddings of Knowledge Bases. AAAI 2011: 301-306 - [c10]Xavier Glorot, Antoine Bordes, Yoshua Bengio:
Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach. ICML 2011: 513-520 - [c9]Xavier Glorot, Antoine Bordes, Yoshua Bengio:
Deep Sparse Rectifier Neural Networks. AISTATS 2011: 315-323 - [i1]Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio:
Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings. CoRR abs/1107.3663 (2011) - 2010
- [b1]Antoine Bordes:
New Algorithms for Large-Scale Support Vector Machines. (Nouveaux Algorithmes pour l'Apprentissage de Machines à Vecteurs Supports sur de Grandes Masses de Données). Pierre and Marie Curie University, Paris, France, 2010 - [j3]Antoine Bordes, Léon Bottou, Patrick Gallinari, Jonathan D. Chang, S. Alex Smith:
Erratum: SGDQN is Less Careful than Expected. J. Mach. Learn. Res. 11: 2229-2240 (2010) - [c8]Antoine Bordes, Nicolas Usunier, Jason Weston:
Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences. ICML 2010: 103-110 - [c7]Alex Spengler, Antoine Bordes, Patrick Gallinari:
A comparison of discriminative classifiers for web news content extraction. RIAO 2010: 172-175 - [c6]Antoine Bordes, Nicolas Usunier, Ronan Collobert, Jason Weston:
Towards Understanding Situated Natural Language. AISTATS 2010: 65-72 - [c5]Nicolas Usunier, Antoine Bordes, Léon Bottou:
Guarantees for Approximate Incremental SVMs. AISTATS 2010: 884-891
2000 – 2009
- 2009
- [j2]Antoine Bordes, Léon Bottou, Patrick Gallinari:
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent. J. Mach. Learn. Res. 10: 1737-1754 (2009) - 2008
- [c4]Antoine Bordes, Nicolas Usunier, Léon Bottou:
Sequence Labelling SVMs Trained in One Pass. ECML/PKDD (1) 2008: 146-161 - 2007
- [c3]Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston:
Solving multiclass support vector machines with LaRank. ICML 2007: 89-96 - 2005
- [j1]Antoine Bordes, Seyda Ertekin, Jason Weston, Léon Bottou:
Fast Kernel Classifiers with Online and Active Learning. J. Mach. Learn. Res. 6: 1579-1619 (2005) - [c2]Jason Weston, Antoine Bordes, Léon Bottou:
Online (and Offline) on an Even Tighter Budget. AISTATS 2005: 413-420 - [c1]Antoine Bordes, Léon Bottou:
The Huller: A Simple and Efficient Online SVM. ECML 2005: 505-512
Coauthor Index
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