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Retrieval Augmentation Reduces Hallucination in Conversation


Apr 15, 2021
Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston


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I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling


Dec 28, 2020
Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston

* 15 pages 

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I like fish, especially dolphins: Addressing Contradictions in Dialogue Modelling


Dec 24, 2020
Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston

* 15 pages 

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Recipes for Safety in Open-domain Chatbots


Oct 22, 2020
Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan


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Multi-Modal Open-Domain Dialogue


Oct 02, 2020
Kurt Shuster, Eric Michael Smith, Da Ju, Jason Weston


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How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds


Oct 01, 2020
Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston


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Deploying Lifelong Open-Domain Dialogue Learning


Aug 19, 2020
Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston


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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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Multi-Dimensional Gender Bias Classification


May 01, 2020
Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams


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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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Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills


Apr 17, 2020
Eric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston, Y-Lan Boureau

* accepted to ACL 2020 (long paper) 

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I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents


Feb 10, 2020
Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam


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I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-orientated dialogue agents


Feb 07, 2020
Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam


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All-in-One Image-Grounded Conversational Agents


Jan 15, 2020
Da Ju, Kurt Shuster, Y-Lan Boureau, Jason Weston


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Generating Interactive Worlds with Text


Dec 04, 2019
Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktaschel, Arthur Szlam, Jason Weston


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Improving Conditioning in Context-Aware Sequence to Sequence Models


Nov 21, 2019
Xinyi Wang, Jason Weston, Michael Auli, Yacine Jernite


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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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Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation


Nov 10, 2019
Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, 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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Adversarial NLI: A New Benchmark for Natural Language Understanding


Oct 31, 2019
Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela


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Finding Generalizable Evidence by Learning to Convince Q&A Models


Sep 12, 2019
Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho

* EMNLP 2019. Code available at https://github.com/ethanjperez/convince 

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Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue


Sep 09, 2019
Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul Crook, Y-Lan Boureau, Jason Weston

* EMNLP 2019 

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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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Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack


Aug 17, 2019
Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston


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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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