| On the opportunities and risks of foundation models R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ... arXiv preprint arXiv:2108.07258, 2021 | 4739 | 2021 |
| Holistic Evaluation of Language Models P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ... arXiv preprint arXiv:2211.09110, 2022 | 1201 | 2022 |
| One-shot federated learning N Guha, A Talwalkar, V Smith arXiv preprint arXiv:1902.11175, 2019 | 263 | 2019 |
| Ask me anything: A simple strategy for prompting language models S Arora, A Narayan, MF Chen, L Orr, N Guha, K Bhatia, I Chami, F Sala, ... arXiv preprint arXiv:2210.02441, 2022 | 224 | 2022 |
| When does pretraining help? Assessing self-supervised learning for law and the CaseHOLD dataset of 53,000+ legal holdings L Zheng, N Guha, BR Anderson, P Henderson, DE Ho Proceedings of the Eighteenth International Conference on Artificial …, 2021 | 223 | 2021 |
| LegalBench: A collaboratively built benchmark for measuring legal reasoning in large language models N Guha, J Nyarko, D Ho, C Ré, A Chilton, A Chohlas-Wood, A Peters, ... Advances in Neural Information Processing Systems 36, 2024 | 163 | 2024 |
| Machine learning for AC optimal power flow N Guha, Z Wang, M Wytock, A Majumdar arXiv preprint arXiv:1910.08842, 2019 | 106 | 2019 |
| Pile of law: Learning responsible data filtering from the law and a 256gb open-source legal dataset P Henderson, M Krass, L Zheng, N Guha, CD Manning, D Jurafsky, D Ho Advances in Neural Information Processing Systems 35, 29217-29234, 2022 | 95 | 2022 |
| Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy A Coston, N Guha, D Ouyang, L Lu, A Chouldechova, DE Ho Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021 | 92 | 2021 |
| ChatGPT and Physicians’ Malpractice Risk MM Mello, N Guha JAMA Health Forum 4 (5), e231938-e231938, 2023 | 83 | 2023 |
| Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation L Orr, M Leszczynski, S Arora, S Wu, N Guha, X Ling, C Re arXiv preprint arXiv:2010.10363, 2020 | 58 | 2020 |
| AI Regulation Has Its Own Alignment Problem: The Technical and Institutional Feasibility of Disclosure, Registration, Licensing, and Auditing N Guha, C Lawrence, LA Gailmard, K Rodolfa, F Surani, R Bommasani, ... George Washington Law Review, Forthcoming, 2023 | 25 | 2023 |
| Open Problems in Technical AI Governance A Reuel, B Bucknall, S Casper, T Fist, L Soder, O Aarne, L Hammond, ... arXiv preprint arXiv:2407.14981, 2024 | 24 | 2024 |
| Understanding liability risk from using health care artificial intelligence tools MM Mello, N Guha New England Journal of Medicine 390 (3), 271-278, 2024 | 24 | 2024 |
| Vulnerabilities in discovery tech N Guha, P Henderson, DA Zambrano Harv. JL & Tech. 35, 581, 2021 | 20 | 2021 |
| LegalBench: Prototyping a Collaborative Benchmark for Legal Reasoning N Guha, DE Ho, J Nyarko, C Ré arXiv preprint arXiv:2209.06120, 2022 | 19 | 2022 |
| Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT J Saad-Falcon, DY Fu, S Arora, N Guha, C Ré arXiv preprint arXiv:2402.07440, 2024 | 12 | 2024 |
| Private enforcement in the states DA Zambrano, N Guha, A Peters, J Xia U. Pa. L. Rev. 172, 61, 2023 | 10 | 2023 |
| Model aggregation via good-enough model spaces N Guha, V Smith arXiv preprint arXiv:1805.07782, 2018 | 9 | 2018 |
| Archon: An Architecture Search Framework for Inference-Time Techniques J Saad-Falcon, AG Lafuente, S Natarajan, N Maru, H Todorov, E Guha, ... arXiv preprint arXiv:2409.15254, 2024 | 7 | 2024 |