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Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback


Aug 16, 2022
Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-Lan Boureau, Jason Weston


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BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage


Aug 10, 2022
Kurt Shuster, Jing Xu, Mojtaba Komeili, Da Ju, Eric Michael Smith, Stephen Roller, Megan Ung, Moya Chen, Kushal Arora, Joshua Lane, Morteza Behrooz, William Ngan, Spencer Poff, Naman Goyal, Arthur Szlam, Y-Lan Boureau, Melanie Kambadur, Jason Weston


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Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls


Aug 05, 2022
Da Ju, Jing Xu, Y-Lan Boureau, Jason Weston


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DIRECTOR: Generator-Classifiers For Supervised Language Modeling


Jun 15, 2022
Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston


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Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion


Mar 29, 2022
Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston


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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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