| ICLR 2025 |
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Aligning Language Models with Demonstrated Feedback
Omar Shaikh, Michelle Lam, Joey Hejna, Yijia Shao, Justin Cho, Michael Bernstein, and Diyi Yang
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| ICWSM 2025 |
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Balancing Producer Fairness and Efficiency via Prior-Weighted Rating System Design
Thomas Ma, Michael Bernstein, Ramesh Johari, and Nikhil Garg.
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| IUI 2025 |
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More than Marketing? On the Information Value of AI Benchmarks for Practitioners
Amelia Hardy, Anka Reuel, Kiana Jafari Meimandi, Lisa Soder, Allie Griffith, Dylan M. Asmar, Sanmi Koyejo, Michael Bernstein, Mykel J. Kochenderfer
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| CSCW 2024 |
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Chillbot: Content Moderation in the Backchannel
Joseph Seering, Manas Khadka, Nava Haghighi, Tanya Yang, Zachary Xi, Michael Bernstein honorable mention
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Commit: Online Groups with Participation Commitments
Lindsay Popowski, Yutong Zhang, Michael Bernstein honorable mention
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Constructing a Classification Scheme - and Its Consequences: A Field Study of Learning to Label Data for Computer Vision in a Hospital Intensive Care Unit
Melissa A. Valentine, Roger E. Bohn, Amanda L. Pratt, Prachee Jain, Sara J. Singer, Michael Bernstein
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The Algorithm and the Org Chart: How Algorithms Can Conflict with Organizational Structures
Melissa A. Valentine, Amanda L. Pratt, Rebecca Hinds, Michael S. Bernstein
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| UIST 2024 |
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Clarify: Improving Model Robustness With Natural Language Corrections
Yoonho Lee, Michelle Lam, Helena Vasconcelos, Michael Bernstein, Chelsea Finn
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| SM+S 2024 |
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Internal Fractures: The Competing Logics of Social Media Platforms
Angèle Christin, Michael S. Bernstein, Jeffrey T. Hancock, Chenyan Jia, Marijn N. Mado, Jeanne L. Tsai, and Chunchen Xu
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| Stanford 2024 |
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Evaluating and Designing Computing Systems for the Future of Work
Hancheng Cao
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| CHI 2024 |
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Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM
Michelle S. Lam, Janice Teoh, James Landay, Jeffrey Heer, Michael Bernstein PROJECT
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Rehearsal: Simulating Conflict to Teach Conflict Resolution
Omar Shaikh, Valentino Chai, Michele Gelfand, Diyi Yang, and Michael Bernstein
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| CSCW 2024 |
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Embedding Democratic Values into Social Media AIs via Societal Objective Functions
Chenyan Jia*, Michelle S. Lam*, Minh Chau Mai, Jeff Hancock, Michael S. Bernstein best paper
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Form-From: A Design Space of Social Media Systems
Amy X. Zhang, Michael Bernstein, David Karger, and Mark Ackerman
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| UIST 2023 |
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Generative Agents: Interactive Simulacra of Human Behavior
Joon Sung Park, Joseph O'Brien, Carrie Cai, Meredith Ringel Morris, Percy Liang, Michael Bernstein TRY IT! PROJECT best paper
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| CSCW 2023 |
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Cura: Curation at Social Media Scale
Wanrong He, Mitchell L. Gordon, Lindsay Popowski, Michael Bernstein best paper
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Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising
Michelle S. Lam, Ayush Pandit, Colin Kalicki, Rachit Gupta, Poonam Sahoo, Danaë Metaxa honorable mention
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| IEEE VIS 2023 |
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Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research
Hariharan Subramonyam, Jessica Hullman
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| UIST 2023 |
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Spellburst: A Node-based Interface for Exploratory Creative Coding with Natural Language Prompts
Tyler Angert, Miroslav Ivan Suzara, Jenny Han, Christopher Lawrence Pondoc, Hariharan Subramonyam
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| JOTS 2023 |
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Commentary: Embedding Societal Values into Social Media Algorithms
Michael Bernstein, Angèle Christin, Jeffrey Hancock, Tatsunori Hashimoto, Chenyan Jia, Michelle S. Lam, Nicole Meister, Nathaniel Persily, Tiziano Piccardi, Martin Saveski, Jeanne Tsai, Johan Ugander, Chunchen Xu
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| ACL 2023 |
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On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning
Omar Shaikh, Hongxin Zhang, William Held, Michael Bernstein, and Diyi Yang
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| CHI 2023 |
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Breaking Out of the Ivory Tower: A Large-scale Analysis of Patent Citations to HCI Research
Hancheng Cao, Yujie Lu, Yuting Deng, Daniel McFarland, Michael Bernstein best paper
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Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience
Q. Vera Liao, Hariharan Subramonyam, Jennifer Wang, & Jennifer Wortman Vaughan
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Designing Immersive, Narrative-Based Interfaces to Guide Outdoor Learning
Alan Y. Cheng, Jacob Ritchie, Niki Agrawal, Elizabeth Childs, Cyan DeVeaux, Yubin Jee, Trevor Leon, Bethanie Maples, Andrea Cuadra, James A. Landay
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Embodying Physics-Aware Avatars in Virtual Reality
Yujie Tao, Cheng Yao Wang, Andrew D. Wilson, Eyal Ofek, Mar Gonzalez-Franco honorable mention
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fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks
Steven Moore, Q. Vera Liao, Hariharan Subramonyam
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Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design
Michelle S. Lam, Zixian Ma, Anne Li, Izequiel Freitas, Dakuo Wang, James A. Landay, Michael S. Bernstein VIDEO
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| CSCW 2023 |
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Working With AI to Persuade: Examining a Large Language Model’s Ability to Generate Pro-vaccination Messages
Elise Karinshak, Sunny Xun Liu, Joon Sung Park, Jeffrey T. Hancock
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Explanations Can Reduce Overreliance on AI Systems During Decision-Making
Helena Vasconcelos, Matthew Jörke, Madeleine Grunde-McLaughlin, Tobias Gerstenberg, Michael Bernstein, Ranjay Krishna honorable mention
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| CSCW 2022 |
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End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior
Michelle S. Lam, Mitchell L. Gordon, Danaë Metaxa, Jeffrey T. Hancock, James A. Landay, Michael S. Bernstein VIDEO
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Measuring the Prevalence of Anti-Social Behavior in Online Communities
Joon Sung Park, Joseph Seering, Michael S. Bernstein
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Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design
Zhilong Chen, Jinghua Piao, Xiaochong Lan, Hancheng Cao, Chen Gao, Zhicong Lu, Yong Li
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| NeurIPS 2022 |
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ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward
Zixian Ma, Rose Wang, Li Fei-Fei, Michael Bernstein, Ranjay Krishna
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| IEEE VIS 2022 |
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How Do Viewers Synthesize Conflicting Information from Data Visualizations?
Prateek Mantri, Hariharan Subramonyam, Audrey L Michal, & Cindy Xiong
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| NeurIPS 2022 |
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Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits
Ruibo Liu, Chenyan Jia, Ge Zhang, Ziyu Zhuang, Tony Liu, Soroush Vosoughi
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| UIST 2022 |
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Social Simulacra: Creating Populated Prototypes for Social Computing Systems
Joon Sung Park, Lindsay Popowski, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein PROJECT
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| PNAS 2022 |
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Socially Situated Artificial Intelligence Enables Learning From Human Interaction
Ranjay Krishna, Donsuk Li, Li Fei-Fei, Michael S. Bernstein VIDEO
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| CVPR 2022 |
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Measuring Compositional Consistency for Video Question Answering
Mona Gandhi*, Mustafa Omer Gul*, Eva Prakash, Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala
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