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Kushal Arora
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2020 – today
- 2024
- [i11]Archit Sharma, Sedrick Keh, Eric Mitchell, Chelsea Finn, Kushal Arora, Thomas Kollar:
A Critical Evaluation of AI Feedback for Aligning Large Language Models. CoRR abs/2402.12366 (2024) - [i10]Jean Mercat, Igor Vasiljevic, Sedrick Keh, Kushal Arora, Achal Dave, Adrien Gaidon, Thomas Kollar:
Linearizing Large Language Models. CoRR abs/2405.06640 (2024) - [i9]Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Yitzhak Gadre, Hritik Bansal, Etash Kumar Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee Chen, Suchin Gururangan, Mitchell Wortsman, Alon Albalak, Yonatan Bitton, Marianna Nezhurina, Amro Abbas, Cheng-Yu Hsieh, Dhruba Ghosh, Josh Gardner, Maciej Kilian, Hanlin Zhang, Rulin Shao, Sarah M. Pratt, Sunny Sanyal, Gabriel Ilharco, Giannis Daras, Kalyani Marathe, Aaron Gokaslan, Jieyu Zhang, Khyathi Raghavi Chandu, Thao Nguyen, Igor Vasiljevic, Sham M. Kakade, Shuran Song, Sujay Sanghavi, Fartash Faghri, Sewoong Oh, Luke Zettlemoyer, Kyle Lo, Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G. Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, Vaishaal Shankar:
DataComp-LM: In search of the next generation of training sets for language models. CoRR abs/2406.11794 (2024) - 2023
- [c4]Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-Lan Boureau, Jason Weston:
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback. ACL (1) 2023: 13557-13572 - [i8]Pratyay Banerjee, Shweti Mahajan, Kushal Arora, Chitta Baral, Oriana Riva:
Lexi: Self-Supervised Learning of the UI Language. CoRR abs/2301.10165 (2023) - [i7]Kushal Arora, Timothy J. O'Donnell, Doina Precup, Jason Weston, Jackie Chi Kit Cheung:
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation. CoRR abs/2302.06784 (2023) - 2022
- [c3]Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung:
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation. ACL (Findings) 2022: 700-710 - [c2]Pratyay Banerjee, Shweti Mahajan, Kushal Arora, Chitta Baral, Oriana Riva:
Lexi: Self-Supervised Learning of the UI Language. EMNLP (Findings) 2022: 6992-7007 - [c1]Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston:
Director: Generator-Classifiers For Supervised Language Modeling. AACL/IJCNLP (1) 2022: 512-526 - [i6]Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung:
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation. CoRR abs/2204.01171 (2022) - [i5]Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston:
DIRECTOR: Generator-Classifiers For Supervised Language Modeling. CoRR abs/2206.07694 (2022) - [i4]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:
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage. CoRR abs/2208.03188 (2022) - [i3]Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-Lan Boureau, Jason Weston:
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback. CoRR abs/2208.03270 (2022) - 2020
- [j1]Kushal Arora, Aishik Chakraborty, Jackie Chi Kit Cheung:
Learning Lexical Subspaces in a Distributional Vector Space. Trans. Assoc. Comput. Linguistics 8: 311-329 (2020)
2010 – 2019
- 2016
- [i2]Kushal Arora:
Contrastive Perplexity: A new evaluation metric for sentence level language models. CoRR abs/1601.00248 (2016) - [i1]Kushal Arora, Anand Rangarajan:
A Compositional Approach to Language Modeling. CoRR abs/1604.00100 (2016)
Coauthor Index
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