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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-scale Transformer Language Models

May 01, 2020
Sandeep Subramanian, Ronan Collobert, Marc'Aurelio Ranzato, Y-Lan Boureau


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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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All-in-One Image-Grounded Conversational Agents

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


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Zero-Shot Fine-Grained Style Transfer: Leveraging Distributed Continuous Style Representations to Transfer To Unseen Styles

Nov 10, 2019
Eric Michael Smith, Diana Gonzalez-Rico, Emily Dinan, Y-Lan Boureau


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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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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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On the Pitfalls of Measuring Emergent Communication

Mar 12, 2019
Ryan Lowe, Jakob Foerster, Y-Lan Boureau, Joelle Pineau, Yann Dauphin

* AAMAS 2019. 13 pages 

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Multiple-Attribute Text Style Transfer

Nov 01, 2018
Sandeep Subramanian, Guillaume Lample, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau


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I Know the Feeling: Learning to Converse with Empathy

Nov 01, 2018
Hannah Rashkin, Eric Michael Smith, Margaret Li, Y-Lan Boureau


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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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