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Generating Fact Checking Briefs


Nov 10, 2020
Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, Sebastian Riedel


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Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions


Jul 13, 2020
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


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ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations


May 01, 2020
Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, BenoƮt Sagot, Lucia Specia

* Accepted to ACL 2020 (camera-ready version) 

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Multilingual Unsupervised Sentence Simplification


May 01, 2020
Louis Martin, Angela Fan, Ɖric de la Clergerie, Antoine Bordes, BenoĆ®t Sagot


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Augmenting Transformers with KNN-Based Composite Memory for Dialogue


Apr 27, 2020
Angela Fan, Claire Gardent, Chloe Braud, Antoine Bordes


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Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs


Oct 18, 2019
Angela Fan, Claire Gardent, Chloe Braud, Antoine Bordes


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Controllable Sentence Simplification


Oct 16, 2019
Louis Martin, BenoĆ®t Sagot, Ɖric de la Clergerie, Antoine Bordes

* Code and models: https://github.com/facebookresearch/access 

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Reference-less Quality Estimation of Text Simplification Systems


Jan 30, 2019
Louis Martin, Samuel Humeau, Pierre-Emmanuel MazarĆ©, Antoine Bordes, Ɖric Villemonte de La Clergerie, BenoĆ®t Sagot

* 1st Workshop on Automatic Text Adaptation (ATA), Nov 2018, Tilburg, Netherlands. https://www.ida.liu.se/~evere22/ATA-18/ 

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Learning from Dialogue after Deployment: Feed Yourself, Chatbot!


Jan 16, 2019
Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazare, Jason Weston


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Engaging Image Chat: Modeling Personality in Grounded Dialogue


Nov 02, 2018
Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston


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Engaging Image Captioning Via Personality


Oct 25, 2018
Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston


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DeSIGN: Design Inspiration from Generative Networks


Sep 14, 2018
Othman Sbai, Mohamed Elhoseiny, Antoine Bordes, Yann LeCun, Camille Couprie


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Training Millions of Personalized Dialogue Agents


Sep 06, 2018
Pierre-Emmanuel MazarƩ, Samuel Humeau, Martin Raison, Antoine Bordes

* EMNLP 2018 

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Supervised Learning of Universal Sentence Representations from Natural Language Inference Data


Jul 08, 2018
Alexis Conneau, Douwe Kiela, Holger Schwenk, Loic Barrault, Antoine Bordes

* EMNLP 2017 

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Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading


Apr 27, 2018
Martin Raison, Pierre-Emmanuel MazarƩ, Rajarshi Das, Antoine Bordes


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ParlAI: A Dialog Research Software Platform


Mar 08, 2018
Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, Jason Weston


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Fader Networks: Manipulating Images by Sliding Attributes


Jan 28, 2018
Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato

* NIPS 2017 

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StarSpace: Embed All The Things!


Nov 21, 2017
Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston


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Tracking the World State with Recurrent Entity Networks


May 10, 2017
Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun

* ICLR 2017 

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Reading Wikipedia to Answer Open-Domain Questions


Apr 28, 2017
Danqi Chen, Adam Fisch, Jason Weston, Antoine Bordes

* ACL2017, 10 pages 

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Learning End-to-End Goal-Oriented Dialog


Mar 30, 2017
Antoine Bordes, Y-Lan Boureau, Jason Weston

* Accepted as a conference paper at ICLR 2017 

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Key-Value Memory Networks for Directly Reading Documents


Oct 10, 2016
Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston


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Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems


Apr 19, 2016
Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander Miller, Arthur Szlam, Jason Weston


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The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations


Apr 01, 2016
Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston


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Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks


Dec 31, 2015
Jason Weston, Antoine Bordes, Sumit Chopra, Alexander M. Rush, Bart van Merriƫnboer, Armand Joulin, Tomas Mikolov


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Memory Networks


Nov 29, 2015
Jason Weston, Sumit Chopra, Antoine Bordes


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Large-scale Simple Question Answering with Memory Networks


Jun 05, 2015
Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston


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Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases


Jun 02, 2015
Alberto Garcia-Duran, Antoine Bordes, Nicolas Usunier, Yves Grandvalet

* 26 pages 

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