Sotabase

Career

· PhD student in Computer Science (HCI Group), Stanford University2021–

Publications (19)

Jury Learning: Integrating Dissenting Voices into Machine Learning Models
International Conference on Human Factors in Computing Systems · 2022
177
cited
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM
International Conference on Human Factors in Computing Systems · 2024
98
cited
Atelier: Repurposing Expert Crowdsourcing Tasks as Micro-internships
International Conference on Human Factors in Computing Systems · 2016
90
cited
End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior
Proc. ACM Hum. Comput. Interact. · 2022
70
cited
PERSONA: A Reproducible Testbed for Pluralistic Alignment
International Conference on Computational Linguistics · 2024
50
cited
Embedding Democratic Values into Social Media AIs via Societal Objective Functions
Proc. ACM Hum. Comput. Interact. · 2023
48
cited
Aligning Language Models with Demonstrated Feedback
International Conference on Learning Representations · 2024
42
cited
Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising
Proc. ACM Hum. Comput. Interact. · 2023
37
cited
Embedding Societal Values into Social Media Algorithms
Journal of Online Trust and Safety · 2023
32
cited
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design
International Conference on Human Factors in Computing Systems · 2023
30
cited
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems
arXiv.org · 2021
29
cited
Clarify: Improving Model Robustness With Natural Language Corrections
ACM Symposium on User Interface Software and Technology · 2024
11
cited
Show, Don't Tell: Aligning Language Models with Demonstrated Feedback
arXiv.org · 2024
11
cited
Power Networks: A Novel Neural Architecture to Predict Power Relations
LaTeCH@COLING · 2018
3
cited
Eevee: Transforming Images by Bridging High-level Goals and Low-level Edit Operations
CHI Extended Abstracts · 2019
2
cited
Blight on the Block: A Resident's Guide to Reducing Blight
2012
1
cited
Interactive Model Correction with Natural Language
1
cited
Just-In-Time Objectives: A General Approach for Specialized AI Interactions
arXiv.org · 2025
Quantifying Social Norms and Anxiety in Social Media Text
Sotabase
Michelle Lam | Researcher Profile | Sotabase | Sotabase