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 | 156 | 2022 |
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 | 105 | 2016 |
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 | 26 | 2022 |
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 | 23 | 2021 |
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 | 17 | 2023 |
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 | 13 | 2023 |
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 | 12 | 2024 |
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 | 7 | 2023 |
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 | 5 | 2023 |
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 | 2 | 2024 |
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 | 2 | 2023 |
Clarify: Improving Model Robustness With Natural Language Corrections Y Lee, MS Lam, H Vasconcelos, MS Bernstein, C Finn arXiv preprint arXiv:2402.03715, 2024 | 1 | 2024 |
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 | 1 | 2019 |
Power Networks: A Novel Neural Architecture to Predict Power Relations M Lam, C Xu, A Kong, V Prabhakaran arXiv preprint arXiv:1807.06557, 2018 | 1 | 2018 |
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 | 1 | 2018 |
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 |