| Blenderbot 3: a deployed conversational agent that continually learns to responsibly engage K Shuster, J Xu, M Komeili, D Ju, EM Smith, S Roller, M Ung, M Chen, ... arXiv preprint arXiv:2208.03188, 2022 | 295 | 2022 |
| Why exposure bias matters: An imitation learning perspective of error accumulation in language generation K Arora, LE Asri, H Bahuleyan, JCK Cheung arXiv preprint arXiv:2204.01171, 2022 | 75* | 2022 |
| Datacomp-lm: In search of the next generation of training sets for language models J Li, A Fang, G Smyrnis, M Ivgi, M Jordan, S Gadre, H Bansal, E Guha, ... arXiv preprint arXiv:2406.11794, 2024 | 71* | 2024 |
| Text extraction from document images using edge information S Grover, K Arora, SK Mitra 2009 Annual IEEE India Conference, 1-4, 2009 | 51* | 2009 |
| Director: Generator-classifiers for supervised language modeling K Arora, K Shuster, S Sukhbaatar, J Weston arXiv preprint arXiv:2206.07694, 2022 | 37 | 2022 |
| Learning new skills after deployment: Improving open-domain internet-driven dialogue with human feedback J Xu, M Ung, M Komeili, K Arora, YL Boureau, J Weston arXiv preprint arXiv:2208.03270, 2022 | 36 | 2022 |
| A critical evaluation of ai feedback for aligning large language models A Sharma, S Keh, E Mitchell, C Finn, K Arora, T Kollar arXiv preprint arXiv:2402.12366, 2024 | 13 | 2024 |
| Linearizing Large Language Models J Mercat, I Vasiljevic, S Keh, K Arora, A Dave, A Gaidon, T Kollar arXiv preprint arXiv:2405.06640, 2024 | 12 | 2024 |
| Lexi: Self-supervised learning of the UI language P Banerjee, S Mahajan, K Arora, C Baral, O Riva arXiv preprint arXiv:2301.10165, 2023 | 12 | 2023 |
| Learning lexical subspaces in a distributional vector space K Arora, A Chakraborty, JCK Cheung Transactions of the Association for Computational Linguistics 8, 311-329, 2020 | 9 | 2020 |
| Contrastive Entropy: A new evaluation metric for unnormalized language models K Arora, A Rangarajan arXiv preprint arXiv:1601.00248, 2016 | 8* | 2016 |
| The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation K Arora, TJ O'Donnell, D Precup, J Weston, JCK Cheung arXiv preprint arXiv:2302.06784, 2023 | 3 | 2023 |
| A compositional approach to language modeling K Arora, A Rangarajan arXiv preprint arXiv:1604.00100, 2016 | 3 | 2016 |
| Self-Supervised System for Learning a User Interface Language O Riva, S Mahajan, P Banerjee, K Arora, Y Weiwei, CM White, ... US Patent App. 17/701,313, 2023 | | 2023 |
| Should VLMs be Pre-trained with Image Data? S Keh, J Mercat, SY Gadre, K Arora, I Vasiljevic, B Burchfiel, S Song, ... The Thirteenth International Conference on Learning Representations, 0 | | |
| Improving the Efficiency of Test-Time Search in LLMs with Backtracking A Singh, K Arora, S Keh, J Mercat, T Hashimoto, C Finn, A Kumar | | |
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