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Hash Layers For Large Sparse Models


Jun 16, 2021
Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston


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Staircase Attention for Recurrent Processing of Sequences


Jun 08, 2021
Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston


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Not All Memories are Created Equal: Learning to Forget by Expiring


May 13, 2021
Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan


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Adding Chit-Chats to Enhance Task-Oriented Dialogues


Oct 24, 2020
Kai Sun, Seungwhan Moon, Paul Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie


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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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Recipes for building an open-domain chatbot


Apr 30, 2020
Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric M. Smith, Y-Lan Boureau, Jason Weston


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Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training


Nov 10, 2019
Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston


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The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents


Nov 09, 2019
Kurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston


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ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons


Sep 06, 2019
Margaret Li, Jason Weston, Stephen Roller


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Neural Text Generation with Unlikelihood Training


Aug 12, 2019
Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston

* Sean Welleck and Ilia Kulikov contributed equally 

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What makes a good conversation? How controllable attributes affect human judgments


Apr 10, 2019
Abigail See, Stephen Roller, Douwe Kiela, Jason Weston

* Accepted to NAACL 2019 

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Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings


Feb 03, 2019
Matt Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela, Maximilian Nickel


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Wizard of Wikipedia: Knowledge-Powered Conversational agents


Nov 03, 2018
Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston


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Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora


Jun 08, 2018
Stephen Roller, Douwe Kiela, Maximilian Nickel

* Accepted as a short paper to ACL 2018 

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Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment


Sep 23, 2016
Stephen Roller, Katrin Erk

* EMNLP 2016 

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Representing Meaning with a Combination of Logical and Distributional Models


Jun 08, 2016
I. Beltagy, Stephen Roller, Pengxiang Cheng, Katrin Erk, Raymond J. Mooney

* Special issue of Computational Linguistics on Formal Distributional Semantics, 2016 

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MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification


Mar 27, 2016
Ye Zhang, Stephen Roller, Byron Wallace

* This paper got accepted by NAACL 2016 

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