Daniel E. Ho
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 574 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, Mark A. Lemley, Cooper, A. Feder +16 · 28 voices · 11 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
- Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference
2007/01/01 by Daniel E. Ho, Kosuke Imai, Gary King +1 · 17 citations
- On the Societal Impact of Open Foundation Models
2024/02/27 by Sayash Kapoor, Rishi Bommasani, Kapoor, Sayash +49 · 1 voice · 15 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
- Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
2024/12/09 by A. Feder Cooper, Christopher A. Choquette-Choo, Cooper, A. Feder +75 · 5 voices · 9 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
- Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models
2024/08/15 by Andy K. Zhang, Neil Perry, Zhang, Andy K. +51 · 30 citations
Computer Science · #Information and Cyber Security
- 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 · 15 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
- Outsider Oversight: Designing a Third Party Audit Ecosystem for AI Governance
2022/06/09 by Inioluwa Deborah Raji, Raji, Inioluwa Deborah, Peggy Xu +5 · 1 voice · 12 citations
Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Ethics and Social Impacts of AI #cs.CY
- RetinaGAN: An Object-aware Approach to Sim-to-Real Transfer
2020/11/06 by Daniel E. Ho, Kanishka Rao, Ho, Daniel +9 · 11 citations
Engineering · Computer Science · #Robot Manipulation and Learning #Advanced Vision and Imaging #Domain Adaptation and Few-Shot Learning
- 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 · 12 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- NBDT: Neural-Backed Decision Trees
2020/04/01 by Alvin Wan, Wan, Alvin, Lisa Dunlap +15 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
- MultiLegalPile: A 689GB Multilingual Legal Corpus
2023/06/03 by Joel Niklaus, Niklaus, Joel, Veton Matoshi +7 · 5 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 · 4 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, Wang, Angelina, Michelle Phan +5 · 8 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
- Measuring and Mitigating Racial Disparities in Tax Audits
2024/09/26 by Hadi Elzayn, Evelyn Smith, Thomas Hertz +5 · 2 voices · 5 citations
Economics, Econometrics and Finance · Social Sciences · Business, Management and Accounting · #Taxation and Compliance Studies #Gender, Labor, and Family Dynamics #Corporate Taxation and Avoidance
- RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms
2020/05/02 by Pei Zhou, Rahul Khanna, Zhou, Pei +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Natural Language Processing Techniques #Topic Modeling
- 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, Suzgun, Mirac, Tayfun Gur +11 · 3 voices · 2 citations
#cs.CL #cs.AI #cs.CY
- SimGAN: Hybrid Simulator Identification for Domain Adaptation via Adversarial Reinforcement Learning
2021/01/15 by Yifeng Jiang, Jiang, Yifeng, Tingnan Zhang +11 · 1 citation
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #Robotics (cs.RO)
- The Inadequacy of Offline LLM Evaluations: A Need to Account for Personalization in Model Behavior
2025/09/18 by Angelina Wang, Wang, Angelina, Daniel E. Ho +3 · 1 voice · 2 citations
#cs.CL #cs.AI
- Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models
2024/01/02 by Matthew Dahl, Varun Magesh, Mirac Suzgun +1 · 1 voice
Computer Science · #cs.CL #cs.AI #cs.CY
- Quantifying the Uncertainty of Imputed Demographic Disparity Estimates: The Dual-Bootstrap
2024/03/10 by Benjamin Lu, Lu, Benjamin, Jia Wan +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)
- Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments
2025/06/16 by Jennah Gosciak, Gosciak, Jennah, Aparna Balagopalan +9 · 2 voices
#cs.CY