Jennifer Wortman Vaughan
- Datasheets for Datasets
2018/03/23 by Timnit Gebru, Jamie Morgenstern, Gebru, Timnit +12 · 7 voices · 271 citations
Decision Sciences · Computer Science · #cs.DB #cs.AI #cs.LG
- AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap
2023/06/02 by Q. Vera Liao, Jennifer Wortman Vaughan, Liao, Q. Vera +1 · 1 voice · 21 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CY #cs.HC
- 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 · 9 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
- Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
2025/02/01 by Hanna Wallach, Meera Desai, Wallach, Hanna +37 · 3 voices · 17 citations
#cs.CY
- Adaptive Contract Design for Crowdsourcing Markets: Bandit Algorithms for Repeated Principal-Agent Problems
2014/05/12 by Chien-Ju Ho, Ho, Chien-Ju, Aleksandrs Slivkins +3 · 9 citations
Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Supply Chain and Inventory Management
- Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations
2023/01/18 by Valerie Chen, Chen, Valerie, Q. Vera Liao +5 · 15 citations
Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #Forecasting Techniques and Applications #Decision-Making and Behavioral Economics
- Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support
2021/12/10 by Michael Madaio, Lisa Egede, Madaio, Michael +7 · 11 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Evaluating Generative AI Systems is a Social Science Measurement Challenge
2024/11/17 by Hanna Wallach, Wallach, Hanna, Meera Desai +37 · 3 voices · 10 citations
Social Sciences · #Computational and Text Analysis Methods #cs.CY
- Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience
2023/02/21 by Q. Vera Liao, Liao, Q. Vera, Hariharan Subramonyam +5 · 7 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Open Source Software Innovations
- Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata
2022/06/06 by Amy Heger, Heger, Amy K., Elizabeth Marquis +7 · 5 citations
Business, Management and Accounting · Social Sciences · #Big Data and Business Intelligence #Ethics and Social Impacts of AI
- Canvil: Designerly Adaptation for LLM-Powered User Experiences
2024/01/17 by K. J. Kevin Feng, Q. Vera Liao, Feng, K. J. Kevin +9 · 1 voice · 5 citations
#cs.HC
- The Externalities of Exploration and How Data Diversity Helps\n Exploitation
2018/06/01 by Manish Raghavan, Raghavan, Manish, Aleksandrs Slivkins +5 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computers and Society (cs.CY) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing
- Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments
2023/12/11 by A. Roman, Jennifer Wortman Vaughan, Roman, Anthony Cintron +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Challenges in Human-Agent Communication
2024/11/28 by Gagan Bansal, Jennifer Wortman Vaughan, Bansal, Gagan +13 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics and Automated Systems
- Designing Disaggregated Evaluations of AI Systems: Choices,\n Considerations, and Tradeoffs
2021/03/10 by Solon Barocas, Anhong Guo, Barocas, Solon +13 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- How do Authors' Perceptions of their Papers Compare with Co-authors' Perceptions and Peer-review Decisions?
2022/11/22 by Charvi Rastogi, Ivan Stelmakh, Rastogi, Charvi +17 · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Databases (cs.DB) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
- Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies
2025/02/12 by Sunnie S. Y. Kim, Jennifer Wortman Vaughan, Q. Vera Liao +2 · 2 voices · 2 citations
Computer Science · #cs.HC #cs.AI