Michelle S. Lam
Stanford University(US)
Publications by Year
Research Areas
Ethics and Social Impacts of AI, Hate Speech and Cyberbullying Detection, Mobile Crowdsensing and Crowdsourcing, Topic Modeling, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Jury Learning: Integrating Dissenting Voices into Machine Learning Models(2022)117 cited
- → Atelier(2016)67 cited
- → End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior(2022)60 cited
- → Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM(2024)31 cited
- → Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising(2023)30 cited
- → Atelier: Repurposing Expert Crowdsourcing Tasks as Micro-internships(2016)25 cited
- → Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design(2023)25 cited
- → Embedding Societal Values into Social Media Algorithms(2023)23 cited
- → Embedding Democratic Values into Social Media AIs via Societal Objective Functions(2024)21 cited
- → Human-Centered Evaluation and Auditing of Language Models(2024)14 cited