Ho, Daniel E.
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 719 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- Extracting memorized pieces of (copyrighted) books from open-weight language models
2025/05/18 by A. Feder Cooper, Cooper, A. Feder, Mark A. Lemley +16 · 28 voices · 14 citations
Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law #Explainable Artificial Intelligence (XAI)
- Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing
2025/12/10 by Justin W. Lin, Eliot Krzysztof Jones, Lin, Justin W. +25 · 24 voices · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Information and Cyber Security #Web Application Security Vulnerabilities #cs.AI #cs.CR #cs.CY
- LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
2023/08/20 by Guha, Neel, Nyarko, Julian, Ho, Daniel E. +37 · 80 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
2024/12/09 by A. Feder Cooper, Cooper, A. Feder, Christopher A. Choquette-Choo +75 · 5 voices · 15 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
- On the Societal Impact of Open Foundation Models
2024/02/27 by Sayash Kapoor, Kapoor, Sayash, Rishi Bommasani +49 · 1 voice · 17 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CY #cs.LG
- Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools
2024/05/30 by Varun Magesh, Faiz Surani, Magesh, Varun +9 · 51 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Law, AI, and Intellectual Property
- When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset
2021/04/18 by Lucia Zheng, Zheng, Lucia, Neel Guha +7 · 25 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations #Topic Modeling
- Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models
2024/08/15 by Andy K. Zhang, Zhang, Andy K., Neil Perry +51 · 38 citations
Computer Science · #Information and Cyber Security
- Outsider Oversight: Designing a Third Party Audit Ecosystem for AI Governance
2022/06/09 by Inioluwa Deborah Raji, Peggy Xu, Raji, Inioluwa Deborah +5 · 1 voice · 16 citations
Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Ethics and Social Impacts of AI #cs.CY
- Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset
2022/07/01 by Peter Henderson, Henderson, Peter, Mark Krass +11 · 15 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- MultiLegalPile: A 689GB Multilingual Legal Corpus
2023/06/03 by Joel Niklaus, Niklaus, Joel, Veton Matoshi +7 · 7 citations
Social Sciences · Computer Science · #Artificial Intelligence in Law #Natural Language Processing Techniques
- LegalBench: Prototyping a Collaborative Benchmark for Legal Reasoning
2022/09/13 by Neel Guha, Guha, Neel, Daniel E. Ho +5 · 5 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #FOS: Computer and information sciences
- Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
2025/02/04 by Anni Wang, Michelle Phan, Wang, Angelina +5 · 9 citations
Business, Management and Accounting · Computer Science · #Business Law and Ethics #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Law, AI, and Intellectual Property
- BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems
2025/05/21 by Andy K. Zhang, Zhang, Andy K., Joey Ji +62 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial Support
2023/06/15 by Ronja Stern, Stern, Ronja, Vishvaksenan Rasiah +12 · 3 citations
Computer Science · Social Sciences · #68T50 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #Legal Language and Interpretation #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Mapping industrial poultry operations at scale with deep learning and aerial imagery
2021/12/21 by Caleb Robinson, Robinson, Caleb, Ben Chugg +7 · 2 citations
Agricultural and Biological Sciences · Chemical Engineering · Veterinary · #Animal Behavior and Welfare Studies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Food Supply Chain Traceability #Machine Learning (cs.LG) #Odor and Emission Control Technologies
- Advancing Science- and Evidence-based AI Policy
2025/07/31 by Rishi Bommasani, Bommasani, Rishi, Sanjeev Arora +37 · 1 voice · 6 citations
Medicine · Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Belief in the Machine: Investigating Epistemological Blind Spots of Language Models
2024/10/28 by Mirac Suzgun, Tayfun Gur, Suzgun, Mirac +11 · 3 voices · 2 citations
#cs.CL #cs.AI #cs.CY
- Statistical Uncertainty in Word Embeddings: GloVe-V
2024/06/18 by Vallebueno, Andrea, Handan-Nader, Cassandra, Manning, Christopher D. +1 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Estimating Racial Disparities When Race is Not Observed
2023/03/05 by Cory McCartan, McCartan, Cory, Robin Fisher +7 · 1 voice · 1 citation
Social Sciences · #Applications (stat.AP) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Racial and Ethnic Identity Research
- How well do LLMs cite relevant medical references? An evaluation framework and analyses
2024/02/03 by Kevin Wu, Wu, Kevin, Eric Q. Wu +17 · 2 citations
Arts and Humanities · Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #linguistics and terminology studies
- The Inadequacy of Offline LLM Evaluations: A Need to Account for Personalization in Model Behavior
2025/09/18 by Angelina Wang, Daniel E. Ho, Wang, Angelina +3 · 1 voice · 2 citations
#cs.CL #cs.AI
- Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models
2022/06/20 by Black, Emily, Elzayn, Hadi, Chouldechova, Alexandra +2 · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Quantifying the Uncertainty of Imputed Demographic Disparity Estimates: The Dual-Bootstrap
2024/03/10 by Benjamin Lu, Jia Wan, Lu, Benjamin +7 · 1 citation
Decision Sciences · Social Sciences · #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Methodology (stat.ME) #demographic modeling and climate adaptation
- LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain
2024/04/02 by Joel Niklaus, Lucia Zheng, Niklaus, Joel +17 · 1 citation
Social Sciences · #68T50 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Comparative and International Law Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #Legal Education and Practice Innovations #Machine Learning (cs.LG)
- Monotone Ecological Inference
2025/04/20 by Elzayn, Hadi, Goldin, Jacob, Guage, Cameron +2 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments
2025/06/16 by Jennah Gosciak, Aparna Balagopalan, Gosciak, Jennah +9 · 2 voices
#cs.CY