MB
Michael Bernstein
cs.HCcs.AIcs.CLcs.CYcs.CVcs.SIcs.LGstat.APAlgorithmscs.IR
On Valency
published · living versionsW_m6tzhevx·v1 · currentpublished
ImageNet Large Scale Visual Recognition Challenge
with Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause +7
1 version
Preprints & journals
92 papers in the corpus · 2012–2026The Interface of Theseus: The Rise of Just-In-Time Interfaces2609.06770v1 · Michael S. Bernstein2026 · 0 citationsarXiv
FocusGen: Expanding Visual Design Exploration with a Simulated Focus Group of Persona Agents2608.28001v1 · Jaewon Choi, Helena Vasconcelos, Hyun Lee et al.2026 · 0 citationsarXiv
Value misalignments in X's feed algorithm is a reflection of value tensions in engagement.42607202 · Epstein, Ziv, Jahanbakhsh, Farnaz, Piccardi, Tiziano et al.2026 · 1 citationProceedings of the National Academy of Sciences of the United States of America. 2026;123(34):e2610388123
Art Card Game (ACG): Embedding Illustration in Gameplay to Mitigate Artist Self-Criticism2605.20465v2 · Catherine Mullings, Michael S. Bernstein2026 · 0 citationsarXiv
From Demographics to Survey Anchors: Evaluating LLM Agents for Modeling Retirement Attitudes2605.16303v1 · Rub'en Garz'on, Pauline Baron, Vincent Grari et al.2026 · 0 citationsarXiv
Behavior Latticing: Inferring User Motivations from Unstructured Interactions2604.07629v1 · Dora Zhao, Michelle S. Lam, Diyi Yang et al.2026 · 0 citationsarXiv
Comparing Design Metaphors and User-Driven Metaphors for Interaction Design2603.27908v1 · Beleicia Bullock, James A. Landay, Michael S. Bernstein2026 · 2 citationsarXiv
The Prosocial Ranking Challenge: Reducing Polarization on Social Media without Sacrificing Engagement2603.19626v2 · Jonathan Stray, Ian Baker, George Beknazar-Yuzbashev et al.2026 · 1 citationarXiv
Learning Next Action Predictors from Human-Computer Interaction2603.05923v1 · Omar Shaikh, Valentin Teutschbein, Kanishk Gandhi et al.2026 · 1 citationarXiv
Social Media Feed Elicitation2602.18594v1 · Lindsay Popowski, Xiyuan Wu, Charlotte Zhu et al.2026 · 0 citationsarXiv
People Can Accurately Predict Behavior of Complex Algorithms That Are Available, Compact, and Aligned2601.18966v1 · Lindsay Popowski, Helena Vasconcelos, Ignacio Javier Fernandez et al.2026 · 0 citationsarXiv
Reranking partisan animosity in algorithmic social media feeds alters affective polarization.41308156 · Piccardi, Tiziano, Saveski, Martin, Jia, Chenyan et al.2025 · 34 citationsScience (New York, N.Y.). 2025;390(6776):eadu5584
Whose Values? Measuring the (Subjective) Expression of Basic Human Values in Social Media2511.08453v3 · Ziv Epstein, Farnaz Jahanbakhsh, Tiziano Piccardi et al.2025 · 0 citationsarXiv
Just-In-Time Objectives: A General Approach for Specialized AI Interactions2510.14591v2 · Michelle S. Lam, Omar Shaikh, Hallie Xu et al.2025 · 3 citationsarXiv
Value Alignment of Social Media Ranking Algorithms2509.14434v2 · Farnaz Jahanbakhsh, Dora Zhao, Tiziano Piccardi et al.2025 · 3 citationsarXiv
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments2509.05830v2 · Akaash Kolluri, Shengguang Wu, Joon Sung Park et al.2025 · 4 citationsProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, pages 30084-30099
Burst: Collaborative Curation in Connected Social Media Communities2508.19768v1 · Yutong Zhang, Taeuk Kang, Sydney Yeh et al.2025 · 0 citationsarXiv
Knoll: Creating a Knowledge Ecosystem for Large Language Models2505.19335v2 · Dora Zhao, Diyi Yang, Michael S. Bernstein2025 · 2 citationsUIST 2025
Creating General User Models from Computer Use2505.10831v3 · Omar Shaikh, Shardul Sapkota, Shan Rizvi et al.2025 · 14 citationsarXiv
Alexandria: A Library of Pluralistic Values for Realtime Re-Ranking of Social Media Feeds2505.10839v1 · Akaash Kolluri, Renn Su, Farnaz Jahanbakhsh et al.2025 · 1 citationarXiv
LLM Social Simulations Are a Promising Research Method2504.02234v2 · Jacy Reese Anthis, Ryan Liu, Sean M. Richardson et al.2025 · 5 citationsarXiv
Mapping the Spiral of Silence: Surveying Unspoken Opinions in Online Communities2502.00952v2 · Dora Zhao, Diyi Yang, Michael S. Bernstein2025 · 1 citationarXiv
More than Marketing? On the Information Value of AI Benchmarks for Practitioners2412.05520v1 · Amelia Hardy, Anka Reuel, Kiana Jafari Meimandi et al.2024 · 5 citationsarXiv
LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals2411.10109v3 · Joon Sung Park, Carolyn Q. Zou, Jonne Kamphorst et al.2024 · 47 citationsarXiv
Commit: Online Groups with Participation Commitments2410.23267v1 · Lindsay Popowski, Yutong Zhang, Michael S. Bernstein2024 · 5 citationsarXiv
Reranking Social Media Feeds: A Practical Guide for Field Experiments2406.19571v2 · Tiziano Piccardi, Martin Saveski, Chenyan Jia et al.2024 · 1 citationarXiv
Aligning Language Models with Demonstrated Feedback2406.00888v2 · Omar Shaikh, Michelle S. Lam, Joey Hejna et al.2024 · 1 citationarXiv
Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM2404.12259v1 · Michelle S. Lam, Janice Teoh, James Landay et al.2024 · 48 citationsarXiv
Social Skill Training with Large Language Models2404.04204v1 · Diyi Yang, Caleb Ziems, William Held et al.2024 · 8 citationsarXiv
Form-From: A Design Space of Social Media Systems2402.05388v3 · Amy X. Zhang, Michael S. Bernstein, David R. Karger et al.2024 · 23 citationsProc. ACM Hum.-Comput. Interact. 8, CSCW1, Article 167 (April 2024), 47 pages
Clarify: Improving Model Robustness With Natural Language Corrections2402.03715v3 · Yoonho Lee, Michelle S. Lam, Helena Vasconcelos et al.2024 · 3 citationsarXiv
Rehearsal: Simulating Conflict to Teach Conflict Resolution2309.12309v2 · Omar Shaikh, Valentino Chai, Michele J. Gelfand et al.2023 · 68 citationsarXiv
Cura: Curation at Social Media Scale2308.13841v1 · Wanrong He, Mitchell L. Gordon, Lindsay Popowski et al.2023 · 12 citationsarXiv
Embedding Democratic Values into Social Media AIs via Societal Objective Functions2307.13912v3 · Chenyan Jia, Michelle S. Lam, Minh Chau Mai et al.2023 · 31 citationsProceedings of the ACM: Human-Computer Interaction, 8, CSCW1, Article 163 (2024)
Characterizing Image Accessibility on Wikipedia across Languages2305.09038v1 · Elisa Kreiss, Krishna Srinivasan, Tiziano Piccardi et al.2023 · 0 citationsarXiv
Generative Agents: Interactive Simulacra of Human Behavior2304.03442v2 · Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai et al.2023 · 2,110 citationsarXiv
COVID-19 non-pharmaceutical interventions: data annotation for rapidly changing local policy information.36894597 · Hurt, Benjamin, Hoque, Oishee Bintey, Mokrzycki, Finn et al.2023 · 5 citationsScientific data. 2023;10(1):126
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design2303.02884v1 · Michelle S. Lam, Zixian Ma, Anne Li et al.2023 · 25 citationsarXiv
Breaking Out of the Ivory Tower: A Large-scale Analysis of Patent Citations to HCI Research2301.13431v1 · Hancheng Cao, Yujie Lu, Yuting Deng et al.2023 · 63 citationsarXiv
Evaluating Human-Language Model Interaction2212.09746v5 · Mina Lee, Megha Srivastava, Amelia Hardy et al.2022 · 61 citationsarXiv
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning2212.08061v2 · Omar Shaikh, Hongxin Zhang, William Held et al.2022 · 76 citationsarXiv
Explanations Can Reduce Overreliance on AI Systems During Decision-Making2212.06823v2 · Helena Vasconcelos, Matthew Jorke, Madeleine Grunde-McLaughlin et al.2022 · 396 citationsarXiv
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward2210.04365v2 · Zixian Ma, Rose Wang, Li Fei-Fei et al.2022 · 11 citationsarXiv
Socially situated artificial intelligence enables learning from human interaction.36122244 · Krishna, Ranjay, Lee, Donsuk, Fei-Fei, Li et al.2022 · 63 citationsProceedings of the National Academy of Sciences of the United States of America. 2022;119(39):e2115730119
Measuring the Prevalence of Anti-Social Behavior in Online Communities2208.13094v1 · Joon Sung Park, Joseph Seering, Michael S. Bernstein2022 · 24 citationsarXiv
Social Simulacra: Creating Populated Prototypes for Social Computing Systems2208.04024v1 · Joon Sung Park, Lindsay Popowski, Carrie J. Cai et al.2022 · 211 citationsarXiv
Balancing Producer Fairness and Efficiency via Prior-Weighted Rating System Design2207.04369v6 · Thomas Ma, Michael S. Bernstein, Ramesh Johari et al.2022 · 1 citationarXiv
Broadening the Ethical Scope.35475958 · Levi, Margaret, Bernstein, Michael, Waeiss, Charla2022 · 3 citationsThe American journal of bioethics : AJOB. 2022;22(5):26-28
A Web-Scale Analysis of the Community Origins of Image Memes2204.05439v1 · Durim Morina, Michael S. Bernstein2022 · 9 citationsProc. ACM Hum.-Comput. Interact. 6, CSCW1, Article 74 (April 2022), 25 pages
Comparing the Perceived Legitimacy of Content Moderation Processes: Contractors, Algorithms, Expert Panels, and Digital Juries2202.06393v2 · Christina A. Pan, Sahil Yakhmi, Tara P. Iyer et al.2022 · 66 citationsarXiv
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