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Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents


Jan 12, 2022
Eric Michael Smith, Orion Hsu, Rebecca Qian, Stephen Roller, Y-Lan Boureau, Jason Weston


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Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity


Dec 10, 2021
Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston


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Reason first, then respond: Modular Generation for Knowledge-infused Dialogue


Nov 09, 2021
Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston


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NormFormer: Improved Transformer Pretraining with Extra Normalization


Nov 01, 2021
Sam Shleifer, Jason Weston, Myle Ott


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Beyond Goldfish Memory: Long-Term Open-Domain Conversation


Jul 15, 2021
Jing Xu, Arthur Szlam, Jason Weston


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Internet-Augmented Dialogue Generation


Jul 15, 2021
Mojtaba Komeili, Kurt Shuster, Jason Weston


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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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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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