Michael S. Bernstein

1. LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals
   2024/11/15 by Joon Sung Park, Park, Joon Sung, Carolyn Q. Zou +20 · 64 voices · 95 citations
   Mathematics · Decision Sciences · #COVID-19 epidemiological studies #Innovation Diffusion and Forecasting
2. Generative Agents: Interactive Simulacra of Human Behavior
   2023/04/07 by Joon Sung Park, Joon-Sung Park, Joseph C. O'Brien +10 · 25 voices · 656 citations
   Computer Science · #Artificial Intelligence in Games #Multi-Agent Systems and Negotiation
3. On the Opportunities and Risks of Foundation Models
   2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 534 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
4. ImageNet Large Scale Visual Recognition Challenge
   2014/09/01 by Olga Russakovsky, Russakovsky, Olga, Jia Deng +22 · 1 voice · 515 citations
   Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Digital Imaging for Blood Diseases
5. ImageNet Large Scale Visual Recognition Challenge
   2015/04/10 by Olga Russakovsky, Jia Deng, Hao Su +10 · 1093 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Image Retrieval and Classification Techniques
6. Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
   2016/02/23 by Ranjay Krishna, Yuke Zhu, Krishna, Ranjay +21 · 207 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
7. Reranking partisan animosity in algorithmic social media feeds alters affective polarization
   2024/11/22 by Tiziano Piccardi, Martin Saveski, Piccardi, Tiziano +10 · 15 voices · 11 citations
   Computer Science · Social Sciences · #Sentiment Analysis and Opinion Mining #Social Media and Politics #Computational and Text Analysis Methods
8. Visual7W: Grounded Question Answering in Images
   2015/11/11 by Yuke Zhu, Oliver Groth, Zhu, Yuke +5 · 37 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE)
9. Social Skill Training with Large Language Models
   2024/04/05 by Diyi Yang, Caleb Ziems, Yang, Diyi +11 · 3 voices · 3 citations
   Computer Science · #Topic Modeling
10. Creating General User Models from Computer Use
    2025/05/16 by Omar Shaikh, Shaikh, Omar, Shardul Sapkota +11 · 2 voices · 18 citations
    Computer Science · Decision Sciences · #AI in Service Interactions #Personal Information Management and User Behavior #Spreadsheets and End-User Computing #cs.AI #cs.CL #cs.HC
11. Social Simulacra: Creating Populated Prototypes for Social Computing Systems
    2022/08/08 by Joon-Sung Park, Park, Joon Sung, Lindsay Popowski +9 · 36 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Innovative Human-Technology Interaction #Knowledge Management and Sharing #Persona Design and Applications
12. LLM Social Simulations Are a Promising Research Method
    2025/04/03 by Jacy Reese Anthis, Anthis, Jacy Reese, Ryan Liu +16 · 2 voices · 53 citations
    Social Sciences · #Artificial Intelligence in Law
13. Rehearsal: Simulating Conflict to Teach Conflict Resolution
    2023/09/21 by Omar Shaikh, Valentino Chai, Shaikh, Omar +7 · 13 citations
    Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Legal Education and Practice Innovations
14. Form-From: A Design Space of Social Media Systems
    2024/02/08 by Amy X. Zhang, Michael S. Bernstein, David R. Karger +1 · 3 voices · 7 citations
    Computer Science · Engineering · #Innovative Human-Technology Interaction #Interactive and Immersive Displays #Design Education and Practice
15. Aligning Language Models with Demonstrated Feedback
    2024/06/02 by Omar Shaikh, Michelle S. Lam, Shaikh, Omar +10 · 10 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
16. Reranking Social Media Feeds: A Practical Guide for Field Experiments
    2024/06/27 by Tiziano Piccardi, Martin Saveski, Piccardi, Tiziano +9 · 1 voice · 7 citations
    #cs.SI #cs.CY
17. Not Now, Ask Later: Users Weaken Their Behavior Change Regimen Over\n Time, But Expect To Re-Strengthen It Imminently
    2021/01/27 by Geza Kovacs, G. Kovács, Zhengxuan Wu +4 · 1 voice · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #FOS: Computer and information sciences #H.5.2 #Human-Computer Interaction (cs.HC) #Privacy, Security, and Data Protection #Spam and Phishing Detection #Technology Adoption and User Behaviour #cs.HC
18. Embedding Democratic Values into Social Media AIs via Societal Objective Functions
    2023/07/26 by Chenyan Jia, Michelle S. Lam, Minh Chau Mai +3 · 2 voices · 3 citations
    Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Social Media and Politics #Social and Intergroup Psychology #cs.AI #cs.HC
19. Shirtless and Dangerous: Quantifying Linguistic Signals of Gender Bias\n in an Online Fiction Writing Community
    2016/03/29 by Ethan Fast, Tina Vachovsky, Fast, Ethan +3 · 2 citations
    Social Sciences · Computer Science · Arts and Humanities · #Gender Studies in Language #Authorship Attribution and Profiling #Narrative Theory and Analysis
20. Designing and Deploying Online Field Experiments
    2014/09/10 by Eytan Bakshy, Dean Eckles, Bakshy, Eytan +3 · 1 citation
    Computer Science · Decision Sciences · #Applications (stat.AP) #Auction Theory and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #H.5.3 #Human-Computer Interaction (cs.HC) #Mobile Crowdsensing and Crowdsourcing #Programming Languages (cs.PL) #Social and Information Networks (cs.SI)
21. Commit: Online Groups with Participation Commitments
    2024/10/30 by Lindsay Popowski, Yutong Zhang, Popowski, Lindsay +3 · 1 voice · 1 citation
    #cs.HC
22. Balancing Producer Fairness and Efficiency via Prior-Weighted Rating System Design
    2022/07/10 by Thomas Ma, Michael S. Bernstein, Ma, Thomas +5 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Applications (stat.AP) #Auction Theory and Applications #Consumer Market Behavior and Pricing #Digital Platforms and Economics #FOS: Computer and information sciences
23. Finetuning LLMs for Human Behavior Prediction in Social Science Experiments
    2025/09/06 by Akaash Kolluri, Shengguang Wu, Kolluri, Akaash +5 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Time Series Analysis and Forecasting
24. Referring Relationships
    2018/03/28 by Ranjay Krishna, Ines Chami, Krishna, Ranjay +5 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques