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Kushal Arora

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A Critical Evaluation of AI Feedback for Aligning Large Language Models

Feb 19, 2024
Archit Sharma, Sedrick Keh, Eric Mitchell, Chelsea Finn, Kushal Arora, Thomas Kollar

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The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation

Feb 14, 2023
Kushal Arora, Timothy J. O'Donnell, Doina Precup, Jason Weston, Jackie C. K. Cheung

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Lexi: Self-Supervised Learning of the UI Language

Jan 23, 2023
Pratyay Banerjee, Shweti Mahajan, Kushal Arora, Chitta Baral, Oriana Riva

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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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DIRECTOR: Generator-Classifiers For Supervised Language Modeling

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

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Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation

Apr 03, 2022
Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung

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A Compositional Approach to Language Modeling

Apr 01, 2016
Kushal Arora, Anand Rangarajan

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