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Michelle S. Lam
Michelle S. Lam
在 cs.stanford.edu 的电子邮件经过验证 - 首页
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Jury learning: Integrating dissenting voices into machine learning models
ML Gordon, MS Lam, JS Park, K Patel, J Hancock, T Hashimoto, ...
Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022
1562022
Atelier: Repurposing expert crowdsourcing tasks as micro-internships
R Suzuki, N Salehi, MS Lam, JC Marroquin, MS Bernstein
Proceedings of the 2016 CHI conference on human factors in computing systems …, 2016
1052016
End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior
MS Lam, ML Gordon, D Metaxa, JT Hancock, JA Landay, MS Bernstein
262022
Fairness on the ground: Applying algorithmic fairness approaches to production systems
C Bakalar, R Barreto, S Bergman, M Bogen, B Chern, S Corbett-Davies, ...
arXiv preprint arXiv:2103.06172, 2021
232021
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design
MS Lam, Z Ma, A Li, I Freitas, D Wang, JA Landay, MS Bernstein
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023
172023
Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising
MS Lam, A Pandit, CH Kalicki, R Gupta, P Sahoo, D Metaxa
Proceedings of the ACM on Human-Computer Interaction 7 (CSCW2), 1-37, 2023
132023
Embedding Democratic Values into Social Media AIs via Societal Objective Functions
C Jia, MS Lam, MC Mai, JT Hancock, MS Bernstein
Proceedings of the ACM on Human-Computer Interaction 8 (CSCW1), 1-36, 2024
122024
Designing LLM chains by adapting techniques from crowdsourcing workflows
M Grunde-McLaughlin, MS Lam, R Krishna, DS Weld, J Heer
arXiv preprint arXiv:2312.11681, 2023
72023
Embedding societal values into social media algorithms
M Bernstein, A Christin, J Hancock, T Hashimoto, C Jia, M Lam, N Meister, ...
Journal of Online Trust and Safety 2 (1), 2023
52023
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM
MS Lam, J Teoh, JA Landay, J Heer, MS Bernstein
Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-28, 2024
22024
Supporting User Engagement in Testing, Auditing, and Contesting AI
WH Deng, MS Lam, ÁA Cabrera, D Metaxa, M Eslami, K Holstein
Companion Publication of the 2023 Conference on Computer Supported …, 2023
22023
Clarify: Improving Model Robustness With Natural Language Corrections
Y Lee, MS Lam, H Vasconcelos, MS Bernstein, C Finn
arXiv preprint arXiv:2402.03715, 2024
12024
Eevee: Transforming Images by Bridging High-Level Goals and Low-Level Edit Operations
MS Lam, GB Young, CY Xu, R Krishna, MS Bernstein
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing …, 2019
12019
Power Networks: A Novel Neural Architecture to Predict Power Relations
M Lam, C Xu, A Kong, V Prabhakaran
arXiv preprint arXiv:1807.06557, 2018
12018
Amanuensis: The Programmer's Apprentice
T Dean, M Chiang, M Gomez, N Gruver, Y Hindy, M Lam, P Lu, S Sanchez, ...
arXiv preprint arXiv:1807.00082, 2018
12018
Show, Don't Tell: Aligning Language Models with Demonstrated Feedback
O Shaikh, M Lam, J Hejna, Y Shao, M Bernstein, D Yang
arXiv preprint arXiv:2406.00888, 2024
2024
Human-Centered Evaluation and Auditing of Language Models
Z Xiao, WH Deng, MS Lam, M Eslami, J Kim, M Lee, QV Liao
Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024
2024
User Perceptions of Privacy Interfaces in the Workplace
MS Lam, M Jörke, J King, N Haghighi, JA Landay
Design Thinking Research: Innovation–Insight–Then and Now, 109-133, 2023
2023
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