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Neel Guha · SciRah

Researcher profile · Semantic Scholar

Neel Guha

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Neel Guha — researcher profile on SciRah

h-index: 18
Works: 52
Citations: 12K

Most-cited papers

On the Opportunities and Risks of Foundation Models
Rishi Bommasani, Drew A. Hudson, E. Adeli, R. Altman +110 more
2021arXiv.org7,622 citations
Semantic Scholar
Holistic Evaluation of Language Models
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras +46 more
2023Trans. Mach. Learn. Res.2,197 citations Open access
Semantic Scholar
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
Neel Guha, Julian Nyarko, Daniel E. Ho, Christopher Ré +36 more
2023Social Science Research Network556 citations Open access
Semantic Scholar
When does pretraining help?: assessing self-supervised learning for law and the CaseHOLD dataset of 53,000+ legal holdings
Lucia Zheng, Neel Guha, Brandon R. Anderson, Peter Henderson +1 more
2021International Conference on Artificial Intelligence and Law404 citations Open access
Semantic Scholar
Ask Me Anything: A simple strategy for prompting language models
Simran Arora, A. Narayan, Mayee F. Chen, Laurel J. Orr +5 more
2022International Conference on Learning Representations282 citations Open access
Semantic Scholar
One-Shot Federated Learning
Neel Guha, A. Talwalkar, Virginia Smith
2019arXiv.org277 citations
Semantic Scholar
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset
Peter Henderson, M. Krass, Lucia Zheng, Neel Guha +3 more
2022Neural Information Processing Systems169 citations Open access
Semantic Scholar
Understanding Liability Risk from Using Health Care Artificial Intelligence Tools.
M. Mello, Neel Guha
2024New England Journal of Medicine125 citations
Semantic Scholar
Open Problems in Technical AI Governance
Anka Reuel, Ben Bucknall, Stephen Casper, Timothy Fist +27 more
2024arXiv.org93 citations
Semantic Scholar
Cartridges: Lightweight and general-purpose long context representations via self-study
Sabri Eyuboglu, Ryan Ehrlich, Simran Arora, Neel Guha +7 more
2025arXiv.org91 citations
Semantic Scholar
Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy
Amanda Coston, Neel Guha, Derek Ouyang, Lisa Lu +2 more
2020Conference on Fairness, Accountability and Transparency89 citations Open access
Semantic Scholar
Machine Learning for AC Optimal Power Flow
Neel Guha, Zhecheng Wang, Matt Wytock, Arun Majumdar
2019arXiv.org83 citations
Semantic Scholar
ChatGPT and Physicians' Malpractice Risk.
M. Mello, Neel Guha
2023JAMA Health Forum71 citations Open access
Semantic Scholar
Archon: An Architecture Search Framework for Inference-Time Techniques
Jon Saad-Falcon, Adrian Gamarra Lafuente, Shlok Natarajan, N. Maru +7 more
2024International Conference on Machine Learning65 citations
Semantic Scholar
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
Laurel J. Orr, Megan Leszczynski, Simran Arora, Sen Wu +3 more
2020Conference on Innovative Data Systems Research50 citations
Semantic Scholar
Smoothie: Label Free Language Model Routing
Neel Guha, Mayee F. Chen, Trevor Chow, Ishan S. Khare +1 more
2024Neural Information Processing Systems45 citations
Semantic Scholar
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
Jon Saad-Falcon, Daniel Y. Fu, Simran Arora, Neel Guha +1 more
2024International Conference on Machine Learning32 citations
Semantic Scholar
LegalBench: Prototyping a Collaborative Benchmark for Legal Reasoning
Neel Guha, Daniel E. Ho, Julian Nyarko, Christopher Ré
2022arXiv.org24 citations Open access
Semantic Scholar
Holistic Evaluation of Language Models
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras +46 more
2022arXiv.org12 citations Open access
Semantic Scholar
Don't Use a Cannon to Kill a Fly: An Efficient Cascading Pipeline for Long Documents
Zehua Li, Neel Guha, Julian Nyarko
2023International Conference on Artificial Intelligence and Law10 citations
Semantic Scholar
Vulnerabilities in Discovery Tech
Neel Guha, Peter Henderson, Diego A. Zambrano
2021Social Science Research Network7 citations Open access
Semantic Scholar
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification
Neel Guha, Mayee F. Chen, K. Bhatia, Azalia Mirhoseini +2 more
2023Neural Information Processing Systems6 citations Open access
Semantic Scholar
Model Aggregation via Good-Enough Model Spaces
Neel Guha, Virginia Smith
20186 citations
Semantic Scholar
Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks
Tianyi Zhang, Lin Cai, Jeffrey Li, Nicholas Roberts +2 more
2024Neural Information Processing Systems4 citations Open access
Semantic Scholar
Course specific search engines: a study in incorporating context into search
Neel Guha
2013Exploiting Semantic Annotations in Information Retrieval4 citations
Semantic Scholar
Building GenAI Benchmarks: A Case Study in Legal Applications
Neel Guha, Julian Nyarko, Daniel E. Ho, Christopher Ré
4 citations
Semantic Scholar
Prospector Heads: Generalized Feature Attribution for Large Models & Data
Gautam Machiraju, Alexander Derry, Arjun Desai, Neel Guha +5 more
2024International Conference on Machine Learning3 citations
Semantic Scholar
Private Enforcement in the States
Diego A. Zambrano, Neel Guha, A. Peters, J. Xia
2023Social Science Research Network3 citations Open access
Semantic Scholar
Course-specific search engines: semi-automated methods for identifying high quality topic-specific corpora
Neel Guha, Matt Wytock
2013The Web Conference2 citations
Semantic Scholar
There is no free benchmark: An institutional view of legal AI benchmarking
Neel Guha, Andy K. Zhang, Christine Tsang, Christopher D. Manning +2 more
2026Proceedings of the National Academy of Sciences of the United States of America1 citations Open access
Semantic Scholar
S 2 ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction
Ateret Anaby-Tavor, Boaz Carmeli, Esther Goldbraich, I. Beltagy +98 more
20221 citations
Semantic Scholar
Knowledge Aggregation via Epsilon Model Spaces
Neel Guha
2018arXiv.org1 citations
Semantic Scholar
Semantic Identification of Web Browsing Sessions
Neel Guha
2017arXiv.org1 citations
Semantic Scholar
Tutoring from the desktop: facilitating learning through Google+ hangouts
Neel Guha
2014The Web Conference1 citations
Semantic Scholar
Spy Watch: A Tool for Transparency in Web Tracking
Neel Guha
2013PrivOn@ISWC1 citations
Semantic Scholar
Open Problems in Technical AI Governance
Anka Reuel, Benjamin Bucknall, Stephen Casper, T. Fist +29 more
2025Trans. Mach. Learn. Res.0 citations
Semantic Scholar
Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks
Tianyi Zhang, Lin Cai, Jeffrey Li, Nicholas Roberts +3 more
2025arXiv.org0 citations
Semantic Scholar
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
Neel Guha, Julian Nyarko, Daniel E. Ho, Christopher Ré +36 more
2023Neural Information Processing Systems0 citations
Semantic Scholar
A Comprehensive Evaluation of Biomedical Entity Linking and Normalization Models
Dhruv Agarwal, Rico Angell, Nicholas Monath, Nishant Sunil Mohan +49 more
20230 citations
Semantic Scholar
Plug-and-Play Representation Learning of Documents for Pre-trained Models
Niladri S. Chatterji, Annie S. Chen, Kathleen A. Creel, Jared Quincy +3 more
20220 citations
Semantic Scholar
S 2 ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction
Ateret Anaby-Tavor, Boaz Carmeli, Esther Goldbraich, I. Beltagy +97 more
20220 citations
Semantic Scholar
Leveraging Large (Visual) Language Models for Robot 3D Scene Understanding
William Chen, Si-Yi Hu, Rajat Talak, Luca Carlone +114 more
20220 citations
Semantic Scholar
Elastic Weight Consolidation for Reduction of Catastrophic Forgetting in GPT-2
Rishi Bommasani, Drew A. Hudson, E. Adeli, Russ B. Altman +111 more
20220 citations
Semantic Scholar
10-708 Project Final : Semantically Disentangled Object Generation
Austin Dill, Neel Guha, Rishub Jain
20190 citations
Semantic Scholar
Knowledge Aggregation via Good-Enough Model Spaces
Neel Guha
20180 citations
Semantic Scholar
Behavioral Tracing of Twitter Accounts
Neel Guha
2017PrivOn@ISWC0 citations
Semantic Scholar
Semantic Identification Attacks on Web Browsing
Neel Guha
2016arXiv.org0 citations
Semantic Scholar
Medtree: A Search Engine for Medical Professionals
Neel Guha, Errol Ozdalga, Matt Wytock
20150 citations
Semantic Scholar
Predicting and Identifying Hypertext in Wikipedia Articles
Neel Guha, Annie Hu, Cindy Wang
20150 citations
Semantic Scholar
ChronoBias : A Benchmark for Evaluating Time-conditional Group Bias in the Time-sensitive Knowledge of Large Language Models
Kyungmin Kim, Youngbin Choi, Hyounghun Kim, Dongwoo Kim +66 more
0 citations
Semantic Scholar

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