Michael S. Bernstein

258 papers A* 71A 19B 9C 1Journal 119Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Comparing Design Metaphors and User-Driven Metaphors for Interaction Design. CHI Beleicia Bullock, James A. Landay, Michael S. Bernstein
2026	J	`jnl`	Comparing Design Metaphors and User-Driven Metaphors for Interaction Design. CoRR Beleicia Bullock, James A. Landay, Michael S. Bernstein
2026	A*	`conf`	Just-In-Time Objectives: A General Approach for Specialized AI Interactions. CHI Michelle S. Lam, Omar Shaikh, Hallie Xu, Alice Guo, Diyi Yang, Jeffrey Heer, James A. Landay, Michael S. Bernstein
2026	J	`jnl`	Learning Next Action Predictors from Human-Computer Interaction. CoRR Omar Shaikh, Valentin Teutschbein, Kanishk Gandhi, Yikun Chi, Nick Haber, Thomas N. Robinson, Nilam Ram, Byron Reeves, Sherry Yang, Michael S. Bernstein, Diyi Yang
2026	A*	`conf`	Mapping the Spiral of Silence: Surveying Unspoken Opinions in Online Communities. CHI Dora Zhao, Diyi Yang, Michael S. Bernstein
2026	J	`jnl`	People Can Accurately Predict Behavior of Complex Algorithms That Are Available, Compact, and Aligned. CoRR Lindsay Popowski, Helena Vasconcelos, Ignacio Javier Fernandez, Chijioke Chinaza Mgbahurike, Ralf Herbrich, Jeffrey T. Hancock, Michael S. Bernstein
2026	J	`jnl`	Reranking Social Media Feeds: A Practical Guide for Field Experiments. ACM Trans. Soc. Comput. Tiziano Piccardi, Martin Saveski, Chenyan Jia, Jeffrey T. Hancock, Jeanne L. Tsai, Michael S. Bernstein
2026	A*	`conf`	Social Media Feed Elicitation. CHI Lindsay Popowski, Xiyuan Wu, Xuyang Zhu, Tiziano Piccardi, Michael S. Bernstein
2026	J	`jnl`	Social Media Feed Elicitation. CoRR Lindsay Popowski, Xiyuan Wu, Charlotte Zhu, Tiziano Piccardi, Michael S. Bernstein
2026	J	`jnl`	The Prosocial Ranking Challenge: Reducing Polarization on Social Media without Sacrificing Engagement. CoRR Jonathan Stray, Ian Baker, George Beknazar-Yuzbashev, Ceren Budak, Julia Kamin, Kylan Rutherford, Mateusz Stalinski, Tin Acosta, Chris Bailey, Michael S. Bernstein, Mark Brandt, Amy Bruckman, Anshuman Chhabra, Soham De, Kayla Duskin, Sara Fish, Beth Goldberg, Andy Guess, Dylan Hadfield-Menell, Muhammad Haroon, Safwan Hossain, Michael Inzlicht, Gauri Jain, Yanchen Jiang, Alexander P. Landry, Yph Lelkes, Hongfan Lu, Peter Mason, Jennifer McCoy, Smitha Milli, Paul Resnick, Emily Saltz, Martin Saveski, Lisa Schirch, Max Spohn, Siddarth Srinivasan, Alexis Tatore, Luke Thorburn, Joshua A. Tucker, Robb Willer, Magdalena Wojcieszak, Manuel Wüthrich, Sylvan Zheng
2026	A*	`conf`	Value Alignment of Social Media Ranking Algorithms. CHI Farnaz Jahanbakhsh, Dora Zhao, Tiziano Piccardi, Zachary Robertson, Ziv Epstein, Sanmi Koyejo, Michael S. Bernstein
2025	J	`jnl`	Alexandria: A Library of Pluralistic Values for Realtime Re-Ranking of Social Media Feeds. CoRR Akaash Kolluri, Renn Su, Farnaz Jahanbakhsh, Dora Zhao, Tiziano Piccardi, Michael S. Bernstein
2025	A*	`conf`	Aligning Language Models with Demonstrated Feedback. ICLR Omar Shaikh, Michelle S. Lam, Joey Hejna, Yijia Shao, Hyundong Justin Cho, Michael S. Bernstein, Diyi Yang
2025	A	`conf`	Balancing Producer Fairness and Efficiency via Prior-Weighted Rating System Design. ICWSM Thomas Ma, Michael S. Bernstein, Ramesh Johari, Nikhil Garg
2025	J	`jnl`	Burst: Collaborative Curation in Connected Social Media Communities. CoRR Yutong Zhang, Taeuk Kang, Sydney Yeh, Anavi Baddepudi, Lindsay Popowski, Tiziano Piccardi, Michael S. Bernstein
2025	J	`jnl`	Burst: Collaborative Curation in Connected Social Media Communities. Proc. ACM Hum. Comput. Interact. Yutong Zhang, Taeuk Kang, Sydney Yeh, Anavi Baddepudi, Lindsay Popowski, Tiziano Piccardi, Michael S. Bernstein
2025	J	`jnl`	Can Vision Language Models Understand Mimed Actions? CoRR Hyundong Cho, Spencer Lin, Tejas Srinivasan, Michael S. Bernstein, Deuksin Kwon, Natali T. Chavez, Jonathan May
2025	A*	`conf`	Creating General User Models from Computer Use. UIST Omar Shaikh, Shardul Sapkota, Shan Rizvi, Eric Horvitz, Joon Sung Park, Diyi Yang, Michael S. Bernstein
2025	J	`jnl`	Creating General User Models from Computer Use. CoRR Omar Shaikh, Shardul Sapkota, Shan Rizvi, Eric Horvitz, Joon Sung Park, Diyi Yang, Michael S. Bernstein
2025	A*	`conf`	Finetuning LLMs for Human Behavior Prediction in Social Science Experiments. EMNLP Akaash Kolluri, Shengguang Wu, Joon Sung Park, Michael S. Bernstein
2025	J	`jnl`	Finetuning LLMs for Human Behavior Prediction in Social Science Experiments. CoRR Akaash Kolluri, Shengguang Wu, Joon Sung Park, Michael S. Bernstein
2025	—	`conf`	Forging an HCI Research Agenda with Artists Impacted by Generative AI. CHI Extended Abstracts Harry H. Jiang, William Agnew, Tim Friedlander, Zhuolin Yang, Sarah E. Fox, Michael S. Bernstein, Josephine Charlie Passananti, Megumi Ogata, Karla Ortiz
2025	—	`conf`	Human Subjects Research in the Age of Generative AI: Opportunities and Challenges of Applying LLM-Simulated Data to HCI Studies. CHI Extended Abstracts Angel Hsing-Chi Hwang, Michael S. Bernstein, S. Shyam Sundar, Renwen Zhang, Manoel Horta Ribeiro, Yingdan Lu, Serina Chang, Tongshuang Wu, Aimei Yang, Dmitri Williams, Joon Sung Park, Katherine Ognyanova, Ziang Xiao, Aaron Shaw, David A. Shamma
2025	J	`jnl`	Just-In-Time Objectives: A General Approach for Specialized AI Interactions. CoRR Michelle S. Lam, Omar Shaikh, Hallie Xu, Alice Guo, Diyi Yang, Jeffrey Heer, James A. Landay, Michael S. Bernstein
2025	A*	`conf`	Knoll: Creating a Knowledge Ecosystem for Large Language Models. UIST Dora Zhao, Diyi Yang, Michael S. Bernstein
2025	J	`jnl`	Knoll: Creating a Knowledge Ecosystem for Large Language Models. CoRR Dora Zhao, Diyi Yang, Michael S. Bernstein
2025	J	`jnl`	LLM Social Simulations Are a Promising Research Method. CoRR Jacy Reese Anthis, Ryan Liu, Sean M. Richardson, Austin C. Kozlowski, Bernard Koch, James A. Evans, Erik Brynjolfsson, Michael S. Bernstein
2025	J	`jnl`	Mapping the Spiral of Silence: Surveying Unspoken Opinions in Online Communities. CoRR Dora Zhao, Diyi Yang, Michael S. Bernstein
2025	J	`jnl`	Measuring Value Expressions in Social Media Posts. CoRR Ziv Epstein, Farnaz Jahanbakhsh, Tiziano Piccardi, Isabel Gallegos, Dora Zhao, Johan Ugander, Michael S. Bernstein
2025	A	`conf`	More than Marketing? On the Information Value of AI Benchmarks for Practitioners. IUI Amelia F. Hardy, Anka Reuel, Kiana Jafari Meimandi, Lisa Soder, Allie Griffith, Dylan M. Asmar, Sanmi Koyejo, Michael S. Bernstein, Mykel John Kochenderfer
2025	—	`conf`	Position: LLM Social Simulations Are a Promising Research Method. ICML (Position Papers) Jacy Reese Anthis, Ryan Liu, Sean M. Richardson, Austin C. Kozlowski, Bernard Koch, Erik Brynjolfsson, James A. Evans, Michael S. Bernstein
2025	—	`conf`	Refractor: Steerable Live Clustering for Speaker-Audience Understanding. UIST Adjunct Poonam Sahoo, Michelle S. Lam, Michael S. Bernstein
2025	J	`jnl`	Value Alignment of Social Media Ranking Algorithms. CoRR Farnaz Jahanbakhsh, Dora Zhao, Tiziano Piccardi, Zachary Robertson, Ziv Epstein, Sanmi Koyejo, Michael S. Bernstein
2024	J	`jnl`	Chillbot: Content Moderation in the Backchannel. Proc. ACM Hum. Comput. Interact. Joseph Seering, Manas Khadka, Nava Haghighi, Tanya Yang, Zachary Xi, Michael S. Bernstein
2024	A*	`conf`	Clarify: Improving Model Robustness With Natural Language Corrections. UIST Yoonho Lee, Michelle S. Lam, Helena Vasconcelos, Michael S. Bernstein, Chelsea Finn
2024	J	`jnl`	Clarify: Improving Model Robustness With Natural Language Corrections. CoRR Yoonho Lee, Michelle S. Lam, Helena Vasconcelos, Michael S. Bernstein, Chelsea Finn
2024	J	`jnl`	Commit: Online Groups with Participation Commitments. CoRR Lindsay Popowski, Yutong Zhang, Michael S. Bernstein
2024	J	`jnl`	Commit: Online Groups with Participation Commitments. Proc. ACM Hum. Comput. Interact. Lindsay Popowski, Yutong Zhang, Michael S. Bernstein
2024	—	`conf`	Community-Driven Models for Research on Social Platforms. CSCW Companion Sanjay Kairam, Michael S. Bernstein, Amy S. Bruckman, Stevie Chancellor, Eshwar Chandrasekharan, Munmun De Choudhury, Casey Fiesler, Hanlin Li, Nicholas Proferes, Manoel Horta Ribeiro, C. Estelle Smith, Galen Cassebeer Weld
2024	A*	`conf`	Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM. CHI Michelle S. Lam, Janice Teoh, James A. Landay, Jeffrey Heer, Michael S. Bernstein
2024	J	`jnl`	Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM. CoRR Michelle S. Lam, Janice Teoh, James A. Landay, Jeffrey Heer, Michael S. Bernstein
2024	J	`jnl`	Constructing a Classification Scheme - and its Consequences: A Field Study of Learning to Label Data for Computer Vision in a Hospital Intensive Care Unit. Proc. ACM Hum. Comput. Interact. Melissa A. Valentine, Roger E. Bohn, Amanda L. Pratt, Prachee Jain, Sara J. Singer, Michael S. Bernstein
2024	J	`jnl`	Embedding Democratic Values into Social Media AIs via Societal Objective Functions. Proc. ACM Hum. Comput. Interact. Chenyan Jia, Michelle S. Lam, Minh Chau Mai, Jeffrey T. Hancock, Michael S. Bernstein
2024	J	`jnl`	Form-From: A Design Space of Social Media Systems. CoRR Amy X. Zhang, Michael S. Bernstein, David R. Karger, Mark S. Ackerman
2024	J	`jnl`	Form-From: A Design Space of Social Media Systems. Proc. ACM Hum. Comput. Interact. Amy X. Zhang, Michael S. Bernstein, David R. Karger, Mark S. Ackerman
2024	J	`jnl`	Generative Agent Simulations of 1,000 People. CoRR Joon Sung Park, Carolyn Q. Zou, Aaron Shaw, Benjamin Mako Hill, Carrie J. Cai, Meredith Ringel Morris, Robb Willer, Percy Liang, Michael S. Bernstein
2024	—	`conf`	Is Human-AI Interaction CSCW? CSCW Companion Meredith Ringel Morris, Michael S. Bernstein, Jeffrey P. Bigham, Amy S. Bruckman, Andrés Monroy-Hernández
2024	J	`jnl`	More than Marketing? On the Information Value of AI Benchmarks for Practitioners. CoRR Amelia F. Hardy, Anka Reuel, Kiana Jafari Meimandi, Lisa Soder, Allie Griffith, Dylan M. Asmar, Sanmi Koyejo, Michael S. Bernstein, Mykel J. Kochenderfer
2024	A*	`conf`	Rehearsal: Simulating Conflict to Teach Conflict Resolution. CHI Omar Shaikh, Valentino Emil Chai, Michele Gelfand, Diyi Yang, Michael S. Bernstein
2024	J	`jnl`	Reranking Social Media Feeds: A Practical Guide for Field Experiments. CoRR Tiziano Piccardi, Martin Saveski, Chenyan Jia, Jeffrey T. Hancock, Jeanne L. Tsai, Michael S. Bernstein
2024	J	`jnl`	Show, Don't Tell: Aligning Language Models with Demonstrated Feedback. CoRR Omar Shaikh, Michelle S. Lam, Joey Hejna, Yijia Shao, Michael S. Bernstein, Diyi Yang
2024	J	`jnl`	Social Media Algorithms Can Shape Affective Polarization via Exposure to Antidemocratic Attitudes and Partisan Animosity. CoRR Tiziano Piccardi, Martin Saveski, Chenyan Jia, Jeffrey T. Hancock, Jeanne L. Tsai, Michael S. Bernstein
2024	J	`jnl`	Social Skill Training with Large Language Models. CoRR Diyi Yang, Caleb Ziems, William Barr Held, Omar Shaikh, Michael S. Bernstein, John C. Mitchell
2024	J	`jnl`	The Algorithm and the Org Chart: How Algorithms Can Conflict with Organizational Structures. Proc. ACM Hum. Comput. Interact. Melissa A. Valentine, Amanda L. Pratt, Rebecca Hinds, Michael S. Bernstein
2023	—	`conf`	Architecting Novel Interactions with Generative AI Models. UIST (Adjunct Volume) Michael S. Bernstein, Joon Sung Park, Meredith Ringel Morris, Saleema Amershi, Lydia B. Chilton, Mitchell L. Gordon
2023	A*	`conf`	Breaking Out of the Ivory Tower: A Large-scale Analysis of Patent Citations to HCI Research. CHI Hancheng Cao, Yujie Lu, Yuting Deng, Daniel A. McFarland, Michael S. Bernstein
2023	J	`jnl`	Breaking Out of the Ivory Tower: A Large-scale Analysis of Patent Citations to HCI Research. CoRR Hancheng Cao, Yujie Lu, Yuting Deng, Daniel A. McFarland, Michael S. Bernstein
2023	J	`jnl`	Characterizing Image Accessibility on Wikipedia across Languages. CoRR Elisa Kreiss, Krishna Srinivasan, Tiziano Piccardi, Jesus Adolfo Hermosillo, Cynthia L. Bennett, Michael S. Bernstein, Meredith Ringel Morris, Christopher Potts
2023	J	`jnl`	Cura: Curation at Social Media Scale. CoRR Wanrong He, Mitchell L. Gordon, Lindsay Popowski, Michael S. Bernstein
2023	J	`jnl`	Cura: Curation at Social Media Scale. Proc. ACM Hum. Comput. Interact. Wanrong He, Mitchell L. Gordon, Lindsay Popowski, Michael S. Bernstein
2023	—	`conf`	Designing for AI-Powered Social Computing Systems. CSCW Companion Gionnieve Lim, Hyunwoo Kim, Yoonseo Choi, Toby Jia-Jun Li, Chinmay Kulkarni, Hariharan Subramonyam, Joseph Seering, Michael S. Bernstein, Amy X. Zhang, Elena L. Glassman, Simon T. Perrault, Juho Kim
2023	J	`jnl`	Embedding Democratic Values into Social Media AIs via Societal Objective Functions. CoRR Chenyan Jia, Michelle S. Lam, Minh Chau Mai, Jeff T. Hancock, Michael S. Bernstein
2023	J	`jnl`	Evaluating Human-Language Model Interaction. Trans. Mach. Learn. Res. Mina Lee, Megha Srivastava, Amelia Hardy, John Thickstun, Esin Durmus, Ashwin Paranjape, Ines Gerard-Ursin, Xiang Lisa Li, Faisal Ladhak, Frieda Rong, Rose E. Wang, Minae Kwon, Joon Sung Park, Hancheng Cao, Tony Lee, Rishi Bommasani, Michael S. Bernstein, Percy Liang
2023	J	`jnl`	Explanations Can Reduce Overreliance on AI Systems During Decision-Making. Proc. ACM Hum. Comput. Interact. Helena Vasconcelos, Matthew Jörke, Madeleine Grunde-McLaughlin, Tobias Gerstenberg, Michael S. Bernstein, Ranjay Krishna
2023	A*	`conf`	Generative Agents: Interactive Simulacra of Human Behavior. UIST Joon Sung Park, Joseph C. O'Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein
2023	J	`jnl`	Generative Agents: Interactive Simulacra of Human Behavior. CoRR Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein
2023	A*	`conf`	Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design. CHI Michelle S. Lam, Zixian Ma, Anne Li, Izequiel Freitas, Dakuo Wang, James A. Landay, Michael S. Bernstein
2023	J	`jnl`	Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design. CoRR Michelle S. Lam, Zixian Ma, Anne Li, Izequiel Freitas, Dakuo Wang, James A. Landay, Michael S. Bernstein
2023	—	`conf`	On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning. ACL (1) Omar Shaikh, Hongxin Zhang, William Barr Held, Michael S. Bernstein, Diyi Yang
2023	—	`ed.`	Proceedings of The ACM Collective Intelligence Conference, CI 2023, Delft, Netherlands, November 6-9, 2023 CI Michael S. Bernstein, Saiph Savage, Alessandro Bozzon
2023	J	`jnl`	Rehearsal: Simulating Conflict to Teach Conflict Resolution. CoRR Omar Shaikh, Valentino Chai, Michele J. Gelfand, Diyi Yang, Michael S. Bernstein
2022	J	`jnl`	A "Distance Matters" Paradox: Facilitating Intra-Team Collaboration Can Harm Inter-Team Collaboration. CoRR Xinlan Emily Hu, Rebecca Hinds, Melissa A. Valentine, Michael S. Bernstein
2022	J	`jnl`	A "Distance Matters" Paradox: Facilitating Intra-Team Collaboration Can Harm Inter-Team Collaboration. Proc. ACM Hum. Comput. Interact. Xinlan Emily Hu, Rebecca Hinds, Melissa A. Valentine, Michael S. Bernstein
2022	J	`jnl`	A Web-Scale Analysis of the Community Origins of Image Memes. CoRR Durim Morina, Michael S. Bernstein
2022	J	`jnl`	A Web-Scale Analysis of the Community Origins of Image Memes. Proc. ACM Hum. Comput. Interact. Durim Morina, Michael S. Bernstein
2022	J	`jnl`	Comparing the Perceived Legitimacy of Content Moderation Processes: Contractors, Algorithms, Expert Panels, and Digital Juries. CoRR Christina A. Pan, Sahil Yakhmi, Tara P. Iyer, Evan Strasnick, Amy X. Zhang, Michael S. Bernstein
2022	J	`jnl`	Comparing the Perceived Legitimacy of Content Moderation Processes: Contractors, Algorithms, Expert Panels, and Digital Juries. Proc. ACM Hum. Comput. Interact. Christina A. Pan, Sahil Yakhmi, Tara P. Iyer, Evan Strasnick, Amy X. Zhang, Michael S. Bernstein
2022	A*	`conf`	ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward. NeurIPS Zixian Ma, Rose E. Wang, Fei-Fei Li, Michael S. Bernstein, Ranjay Krishna
2022	J	`jnl`	ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward. CoRR Zixian Ma, Rose E. Wang, Li Fei-Fei, Michael S. Bernstein, Ranjay Krishna
2022	J	`jnl`	End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior. Proc. ACM Hum. Comput. Interact. Michelle S. Lam, Mitchell L. Gordon, Danaë Metaxa, Jeffrey T. Hancock, James A. Landay, Michael S. Bernstein
2022	J	`jnl`	Evaluating Human-Language Model Interaction. CoRR Mina Lee, Megha Srivastava, Amelia Hardy, John Thickstun, Esin Durmus, Ashwin Paranjape, Ines Gerard-Ursin, Xiang Lisa Li, Faisal Ladhak, Frieda Rong, Rose E. Wang, Minae Kwon, Joon Sung Park, Hancheng Cao, Tony Lee, Rishi Bommasani, Michael S. Bernstein, Percy Liang
2022	J	`jnl`	Explanations Can Reduce Overreliance on AI Systems During Decision-Making. CoRR Helena Vasconcelos, Matthew Jörke, Madeleine Grunde-McLaughlin, Tobias Gerstenberg, Michael S. Bernstein, Ranjay Krishna
2022	A*	`conf`	Jury Learning: Integrating Dissenting Voices into Machine Learning Models. CHI Mitchell L. Gordon, Michelle S. Lam, Joon Sung Park, Kayur Patel, Jeffrey T. Hancock, Tatsunori Hashimoto, Michael S. Bernstein
2022	J	`jnl`	Jury Learning: Integrating Dissenting Voices into Machine Learning Models. CoRR Mitchell L. Gordon, Michelle S. Lam, Joon Sung Park, Kayur Patel, Jeffrey T. Hancock, Tatsunori Hashimoto, Michael S. Bernstein
2022	J	`jnl`	Measuring the Prevalence of Anti-Social Behavior in Online Communities. CoRR Joon Sung Park, Joseph Seering, Michael S. Bernstein
2022	J	`jnl`	Measuring the Prevalence of Anti-Social Behavior in Online Communities. Proc. ACM Hum. Comput. Interact. Joon Sung Park, Joseph Seering, Michael S. Bernstein
2022	J	`jnl`	On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning. CoRR Omar Shaikh, Hongxin Zhang, William Barr Held, Michael S. Bernstein, Diyi Yang
2022	A*	`conf`	Social Simulacra: Creating Populated Prototypes for Social Computing Systems. UIST Joon Sung Park, Lindsay Popowski, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein
2022	J	`jnl`	Social Simulacra: Creating Populated Prototypes for Social Computing Systems. CoRR Joon Sung Park, Lindsay Popowski, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein
2021	A*	`conf`	Can Online Juries Make Consistent, Repeatable Decisions? CHI Xinlan Emily Hu, Mark E. Whiting, Michael S. Bernstein
2021	J	`jnl`	Crowdsourcing County-Level Data on Early COVID-19 Policy Interventions in the United States: Technical Report. CoRR Jacob Ritchie, Mark E. Whiting, Sorathan Chaturapruek, J. D. Zamfirescu-Pereira, Madhav V. Marathe, Achla Marathe, Stephen G. Eubank, Michael S. Bernstein
2021	J	`jnl`	ESR: Ethics and Society Review of Artificial Intelligence Research. CoRR Michael S. Bernstein, Margaret Levi, David Magnus, Betsy Rajala, Debra Satz, Charla Waeiss
2021	A*	`conf`	Not Now, Ask Later: Users Weaken Their Behavior Change Regimen Over Time, But Expect To Re-Strengthen It Imminently. CHI Geza Kovacs, Zhengxuan Wu, Michael S. Bernstein
2021	J	`jnl`	Not Now, Ask Later: Users Weaken Their Behavior Change Regimen Over Time, But Expect To Re-Strengthen It Imminently. CoRR Geza Kovacs, Zhengxuan Wu, Michael S. Bernstein
2021	J	`jnl`	On the Opportunities and Risks of Foundation Models. CoRR Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ B. Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri S. Chatterji, Annie S. Chen, Kathleen Creel, Jared Quincy Davis, Dorottya Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren E. Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark S. Krass, Ranjay Krishna, Rohith Kuditipudi, et al.
2021	A*	`conf`	The Disagreement Deconvolution: Bringing Machine Learning Performance Metrics In Line With Reality. CHI Mitchell L. Gordon, Kaitlyn Zhou, Kayur Patel, Tatsunori Hashimoto, Michael S. Bernstein
2021	C	`conf`	Understanding the Representation and Representativeness of Age in AI Data Sets. AIES Joon Sung Park, Michael S. Bernstein, Robin N. Brewer, Ece Kamar, Meredith Ringel Morris
2021	J	`jnl`	Understanding the Representation and Representativeness of Age in AI Data Sets. CoRR Joon Sung Park, Michael S. Bernstein, Robin N. Brewer, Ece Kamar, Meredith Ringel Morris
2021	J	`jnl`	Visual Intelligence through Human Interaction. CoRR Ranjay Krishna, Mitchell L. Gordon, Li Fei-Fei, Michael S. Bernstein
2020	J	`jnl`	Conceptual Metaphors Impact Perceptions of Human-AI Collaboration. CoRR Pranav Khadpe, Ranjay Krishna, Li Fei-Fei, Jeffrey T. Hancock, Michael S. Bernstein
2020	J	`jnl`	Conceptual Metaphors Impact Perceptions of Human-AI Collaboration. Proc. ACM Hum. Comput. Interact. Pranav Khadpe, Ranjay Krishna, Li Fei-Fei, Jeffrey T. Hancock, Michael S. Bernstein
2020	J	`jnl`	Establishing an evaluation metric to quantify climate change image realism. Mach. Learn. Sci. Technol. Sharon Zhou, Alexandra Luccioni, Gautier Cosne, Michael S. Bernstein, Yoshua Bengio
2020	J	`jnl`	My Team Will Go On: Differentiating High and Low Viability Teams through Team Interaction. CoRR Hancheng Cao, Vivian Yang, Victor Chen, Yu Jin Lee, Lydia Stone, N'godjigui Junior Diarrassouba, Mark E. Whiting, Michael S. Bernstein
2020	J	`jnl`	My Team Will Go On: Differentiating High and Low Viability Teams through Team Interaction. Proc. ACM Hum. Comput. Interact. Hancheng Cao, Vivian Yang, Victor Chen, Yu Jin Lee, Lydia Stone, N'godjigui Junior Diarrassouba, Mark E. Whiting, Michael S. Bernstein
2020	J	`jnl`	Parallel Worlds: Repeated Initializations of the Same Team to Improve Team Viability. Proc. ACM Hum. Comput. Interact. Mark E. Whiting, Irena Gao, Michelle Xing, N'godjigui Junior Diarrassouba, Tonya Nguyen, Michael S. Bernstein
2020	A*	`conf`	PolicyKit: Building Governance in Online Communities. UIST Amy X. Zhang, Grant Hugh, Michael S. Bernstein
2020	J	`jnl`	PolicyKit: Building Governance in Online Communities. CoRR Amy X. Zhang, Grant Hugh, Michael S. Bernstein
2020	A*	`conf`	UIST+CSCW: A Celebration of Systems Research in Collaborative and Social Computing. UIST Michael S. Bernstein, Irene Greif, Wendy E. Mackay, Hiroshi Ishii, Jonathan Grudin, Karrie Karahalios, Meredith Ringel Morris, Aniket Kittur, Jaime Teevan, Amy X. Zhang, Niloufar Salehi
2019	B	`conf`	AI-Based Request Augmentation to Increase Crowdsourcing Participation. HCOMP Junwon Park, Ranjay Krishna, Pranav Khadpe, Li Fei-Fei, Michael S. Bernstein
2019	—	`ed.`	Adjunct Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology, UIST 2019, New Orleans, LA, USA, October 20-23, 2019. UIST (Adjunct Volume) François Guimbretière, Michael S. Bernstein, Katharina Reinecke
2019	J	`jnl`	Boomerang: Rebounding the Consequences of Reputation Feedback on Crowdsourcing Platforms. CoRR Snehalkumar (Neil) S. Gaikwad, Durim Morina, Adam Ginzberg, Catherine A. Mullings, Shirish Goyal, Dilrukshi Gamage, Christopher Diemert, Mathias Burton, Sharon Zhou, Mark E. Whiting, Karolina R. Ziulkoski, Alipta Ballav, Aaron Gilbee, Senadhipathige S. Niranga, Vibhor Sehgal, Jasmine Lin, Leonardy Kristianto, Angela Richmond-Fuller, Jeff Regino, Nalin Chhibber, Dinesh Majeti, Sachin Sharma, Kamila Mananova, Dinesh Dhakal, William Dai, Victoria Purynova, Samarth Sandeep, Varshine Chandrakanthan, Tejas Sarma, Sekandar Matin, Ahmed Nasser, Rohit Nistala, Alexander Stolzoff, Kristy Milland, Vinayak Mathur, Rajan Vaish, Michael S. Bernstein
2019	A*	`conf`	Conservation of Procrastination: Do Productivity Interventions Save Time Or Just Redistribute It? CHI Geza Kovacs, Drew Mylander Gregory, Zilin Ma, Zhengxuan Wu, Golrokh Emami, Jacob Ray, Michael S. Bernstein
2019	J	`jnl`	Deep Bayesian Active Learning for Multiple Correct Outputs. CoRR Khaled Jedoui, Ranjay Krishna, Michael S. Bernstein, Li Fei-Fei
2019	J	`jnl`	Did It Have To End This Way?: Understanding The Consistency of Team Fracture. Proc. ACM Hum. Comput. Interact. Mark E. Whiting, Allie Blaising, Chloe Barreau, Laura Fiuza, Nik Marda, Melissa A. Valentine, Michael S. Bernstein
2019	—	`conf`	Eevee: Transforming Images by Bridging High-level Goals and Low-level Edit Operations. CHI Extended Abstracts Michelle S. Lam, Grace B. Young, Catherine Y. Xu, Ranjay Krishna, Michael S. Bernstein
2019	J	`jnl`	Establishing an Evaluation Metric to Quantify Climate Change Image Realism. CoRR Sharon Zhou, Alexandra Luccioni, Gautier Cosne, Michael S. Bernstein, Yoshua Bengio
2019	B	`conf`	Fair Work: Crowd Work Minimum Wage with One Line of Code. HCOMP Mark E. Whiting, Grant Hugh, Michael S. Bernstein
2019	A*	`conf`	HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models. NeurIPS Sharon Zhou, Mitchell L. Gordon, Ranjay Krishna, Austin Narcomey, Li Fei-Fei, Michael S. Bernstein
2019	J	`jnl`	HYPE: Human eYe Perceptual Evaluation of Generative Models. CoRR Sharon Zhou, Mitchell L. Gordon, Ranjay Krishna, Austin Narcomey, Durim Morina, Michael S. Bernstein
2019	—	`conf`	HYPE: Human-eYe Perceptual Evaluation of Generative Models. DGS@ICLR Sharon Zhou, Mitchell L. Gordon, Ranjay Krishna, Austin Narcomey, Durim Morina, Michael S. Bernstein
2019	A*	`conf`	Information Maximizing Visual Question Generation. CVPR Ranjay Krishna, Michael S. Bernstein, Li Fei-Fei
2019	J	`jnl`	Information Maximizing Visual Question Generation. CoRR Ranjay Krishna, Michael S. Bernstein, Li Fei-Fei
2019	A*	`ed.`	Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology, UIST 2019, New Orleans, LA, USA, October 20-23, 2019 UIST François Guimbretière, Michael S. Bernstein, Katharina Reinecke
2019	A*	`conf`	Scene Graph Prediction With Limited Labels. ICCV Ranjay Krishna, Vincent S. Chen, Paroma Varma, Michael S. Bernstein, Christopher Ré, Li Fei-Fei
2019	—	`conf`	Scene Graph Prediction with Limited Labels. ICCV Workshops Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael S. Bernstein, Christopher Ré, Li Fei-Fei
2019	J	`jnl`	Scene Graph Prediction with Limited Labels. CoRR Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael S. Bernstein, Christopher Ré, Li Fei-Fei
2019	A*	`conf`	Street-Level Algorithms: A Theory at the Gaps Between Policy and Decisions. CHI Ali Alkhatib, Michael S. Bernstein
2019	—	`conf`	Visual Relationships as Functions: Enabling Few-Shot Scene Graph Prediction. ICCV Workshops Apoorva Dornadula, Austin Narcomey, Ranjay Krishna, Michael S. Bernstein, Li Fei-Fei
2019	J	`jnl`	Visual Relationships as Functions: Enabling Few-Shot Scene Graph Prediction. CoRR Apoorva Dornadula, Austin Narcomey, Ranjay Krishna, Michael S. Bernstein, Li Fei-Fei
2018	—	`conf`	Engagement Learning: Expanding Visual Knowledge by Engaging Online Participants. UIST (Adjunct Volume) Ranjay Krishna, Donsuk Lee, Li Fei-Fei, Michael S. Bernstein
2018	J	`jnl`	Hive: Collective Design Through Network Rotation. Proc. ACM Hum. Comput. Interact. Niloufar Salehi, Michael S. Bernstein
2018	A*	`conf`	In Search of the Dream Team: Temporally Constrained Multi-Armed Bandits for Identifying Effective Team Structures. CHI Sharon Zhou, Melissa A. Valentine, Michael S. Bernstein
2018	J	`jnl`	Ink: Increasing Worker Agency to Reduce Friction in Hiring Crowd Workers. ACM Trans. Comput. Hum. Interact. Niloufar Salehi, Michael S. Bernstein
2018	A*	`conf`	Iris: A Conversational Agent for Complex Tasks. CHI Ethan Fast, Binbin Chen, Julia Mendelsohn, Jonathan Bassen, Michael S. Bernstein
2018	A*	`conf`	Referring Relationships. CVPR Ranjay Krishna, Ines Chami, Michael S. Bernstein, Li Fei-Fei
2018	J	`jnl`	Referring Relationships. CoRR Ranjay Krishna, Ines Chami, Michael S. Bernstein, Li Fei-Fei
2018	J	`jnl`	Rotating Online Behavior Change Interventions Increases Effectiveness But Also Increases Attrition. Proc. ACM Hum. Comput. Interact. Geza Kovacs, Zhengxuan Wu, Michael S. Bernstein
2018	—	`conf`	Shared Autonomy for an Interactive AI System. UIST (Adjunct Volume) Sharon Zhou, Tong Mu, Karan Goel, Michael S. Bernstein, Emma Brunskill
2017	A	`conf`	A Glimpse Far into the Future: Understanding Long-term Crowd Worker Quality. CSCW Kenji Hata, Ranjay Krishna, Li Fei-Fei, Michael S. Bernstein
2017	A	`conf`	Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions. CSCW Justin Cheng, Michael S. Bernstein, Cristian Danescu-Niculescu-Mizil, Jure Leskovec
2017	J	`jnl`	Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions. CoRR Justin Cheng, Michael S. Bernstein, Cristian Danescu-Niculescu-Mizil, Jure Leskovec
2017	—	`conf`	Apps with Benefits: Using Benefits and Burdens to Predict Mobile App Usage. CHI Extended Abstracts Katherine M. Cheng, Veronica J. Lin, Kush Nijhawan, Ashley Westhem, Michael S. Bernstein
2017	A	`conf`	Better When It Was Smaller? Community Content and Behavior After Massive Growth. ICWSM Zhiyuan Lin, Niloufar Salehi, Bowen Yao, Yiqi Chen, Michael S. Bernstein
2017	A	`conf`	Crowd Guilds: Worker-led Reputation and Feedback on Crowdsourcing Platforms. CSCW Mark E. Whiting, Dilrukshi Gamage, Snehalkumar (Neil) S. Gaikwad, Aaron Gilbee, Shirish Goyal, Alipta Ballav, Dinesh Majeti, Nalin Chhibber, Angela Richmond-Fuller, Freddie Vargus, Tejas Seshadri Sarma, Varshine Chandrakanthan, Teógenes Moura, Mohamed Hashim Salih, Gabriel Bayomi Tinoco Kalejaiye, Adam Ginzberg, Catherine A. Mullings, Yoni Dayan, Kristy Milland, Henrique Orefice, Jeff Regino, Sayna Parsi, Kunz Mainali, Vibhor Sehgal, Sekandar Matin, Akshansh Sinha, Rajan Vaish, Michael S. Bernstein
2017	A*	`conf`	Crowd Research: Open and Scalable University Laboratories. UIST Rajan Vaish, Snehalkumar (Neil) S. Gaikwad, Geza Kovacs, Andreas Veit, Ranjay Krishna, Imanol Arrieta Ibarra, Camelia Simoiu, Michael J. Wilber, Serge J. Belongie, Sharad Goel, James Davis, Michael S. Bernstein
2017	A*	`conf`	Examining Crowd Work and Gig Work Through The Historical Lens of Piecework. CHI Ali Alkhatib, Michael S. Bernstein, Margaret Levi
2017	A*	`conf`	Flash Organizations: Crowdsourcing Complex Work by Structuring Crowds As Organizations. CHI Melissa A. Valentine, Daniela Retelny, Alexandra To, Negar Rahmati, Tulsee Doshi, Michael S. Bernstein
2017	A	`conf`	Founder Center: Enabling Access to Collective Social Capital. CSCW Nicolas Kokkalis, Chengdiao Fan, Thomas Breier, Michael S. Bernstein
2017	A	`conf`	Huddler: Convening Stable and Familiar Crowd Teams Despite Unpredictable Availability. CSCW Niloufar Salehi, Andrew McCabe, Melissa A. Valentine, Michael S. Bernstein
2017	J	`jnl`	Iris: A Conversational Agent for Complex Tasks. CoRR Ethan Fast, Binbin Chen, Julia Mendelsohn, Jonathan Bassen, Michael S. Bernstein
2017	A*	`conf`	Lexicons on Demand: Neural Word Embeddings for Large-Scale Text Analysis. IJCAI Ethan Fast, Binbin Chen, Michael S. Bernstein
2017	A	`conf`	Mechanical Novel: Crowdsourcing Complex Work through Reflection and Revision. CSCW Joy Kim, Sarah Sterman, Allegra Argent Beal Cohen, Michael S. Bernstein
2017	A	`conf`	Mosaic: Designing Online Creative Communities for Sharing Works-in-Progress. CSCW Joy Kim, Maneesh Agrawala, Michael S. Bernstein
2017	A*	`conf`	MyriadHub: Efficiently Scaling Personalized Email Conversations with Valet Crowdsourcing. CHI Nicolas Kokkalis, Chengdiao Fan, Johannes Roith, Michael S. Bernstein, Scott R. Klemmer
2017	J	`jnl`	No Workflow Can Ever Be Enough: How Crowdsourcing Workflows Constrain Complex Work. Proc. ACM Hum. Comput. Interact. Daniela Retelny, Michael S. Bernstein, Melissa A. Valentine
2017	J	`jnl`	Prototype Tasks: Improving Crowdsourcing Results through Rapid, Iterative Task Design. CoRR Snehalkumar (Neil) S. Gaikwad, Nalin Chhibber, Vibhor Sehgal, Alipta Ballav, Catherine A. Mullings, Ahmed Nasser, Angela Richmond-Fuller, Aaron Gilbee, Dilrukshi Gamage, Mark E. Whiting, Sharon Zhou, Sekandar Matin, Senadhipathige S. Niranga, Shirish Goyal, Dinesh Majeti, Preethi Srinivas, Adam Ginzberg, Kamila Mananova, Karolina R. Ziulkoski, Jeff Regino, Tejas Sarma, Akshansh Sinha, Abhratanu Paul, Christopher Diemert, Mahesh Murag, William Dai, Manoj Pandey, Rajan Vaish, Michael S. Bernstein
2017	—	`conf`	The Daemo Crowdsourcing Marketplace. CSCW Companion Snehalkumar (Neil) S. Gaikwad, Mark E. Whiting, Dilrukshi Gamage, Catherine A. Mullings, Dinesh Majeti, Shirish Goyal, Aaron Gilbee, Nalin Chhibber, Adam Ginzberg, Angela Richmond-Fuller, Sekandar Matin, Vibhor Sehgal, Tejas Seshadri Sarma, Ahmed Nasser, Alipta Ballav, Jeff Regino, Sharon Zhou, Kamila Mananova, Preethi Srinivas, Karolina R. Ziulkoski, Dinesh Dhakal, Alexander Stolzoff, Senadhipathige S. Niranga, Mohamed Hashim Salih, Akshansh Sinha, Rajan Vaish, Michael S. Bernstein
2017	J	`jnl`	Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations. Int. J. Comput. Vis. Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A. Shamma, Michael S. Bernstein, Li Fei-Fei
2016	J	`jnl`	A Glimpse Far into the Future: Understanding Long-term Crowd Worker Accuracy. CoRR Kenji Hata, Ranjay Krishna, Li Fei-Fei, Michael S. Bernstein
2016	A*	`conf`	Atelier: Repurposing Expert Crowdsourcing Tasks as Micro-internships. CHI Ryo Suzuki, Niloufar Salehi, Michelle S. Lam, Juan C. Marroquin, Michael S. Bernstein
2016	J	`jnl`	Atelier: Repurposing Expert Crowdsourcing Tasks as Micro-internships. CoRR Ryo Suzuki, Niloufar Salehi, Michelle S. Lam, Juan C. Marroquin, Michael S. Bernstein
2016	A*	`conf`	Augur: Mining Human Behaviors from Fiction to Power Interactive Systems. CHI Ethan Fast, William McGrath, Pranav Rajpurkar, Michael S. Bernstein
2016	J	`jnl`	Augur: Mining Human Behaviors from Fiction to Power Interactive Systems. CoRR Ethan Fast, William McGrath, Pranav Rajpurkar, Michael S. Bernstein
2016	A*	`conf`	Boomerang: Rebounding the Consequences of Reputation Feedback on Crowdsourcing Platforms. UIST Snehalkumar (Neil) S. Gaikwad, Durim Morina, Adam Ginzberg, Catherine A. Mullings, Shirish Goyal, Dilrukshi Gamage, Christopher Diemert, Mathias Burton, Sharon Zhou, Mark E. Whiting, Karolina R. Ziulkoski, Alipta Ballav, Aaron Gilbee, Senadhipathige S. Niranga, Vibhor Sehgal, Jasmine Lin, Leonardy Kristianto, Angela Richmond-Fuller, Jeff Regino, Nalin Chhibber, Dinesh Majeti, Sachin Sharma, Kamila Mananova, Dinesh Dhakal, William Dai, Victoria Purynova, Samarth Sandeep, Varshine Chandrakanthan, Tejas Sarma, Sekandar Matin, Ahmed Nasser, Rohit Nistala, Alexander Stolzoff, Kristy Milland, Vinayak Mathur, Rajan Vaish, Michael S. Bernstein
2016	J	`jnl`	Crowd Guilds: Worker-led Reputation and Feedback on Crowdsourcing Platforms. CoRR Mark E. Whiting, Dilrukshi Gamage, Snehalkumar (Neil) S. Gaikwad, Aaron Gilbee, Shirish Goyal, Alipta Ballav, Dinesh Majeti, Nalin Chhibber, Angela Richmond-Fuller, Freddie Vargus, Tejas Seshadri Sarma, Varshine Chandrakanthan, Teógenes Moura, Mohamed Hashim Salih, Gabriel Bayomi Tinoco Kalejaiye, Adam Ginzberg, Catherine A. Mullings, Yoni Dayan, Kristy Milland, Henrique Orefice, Jeff Regino, Sayna Parsi, Kunz Mainali, Vibhor Sehgal, Sekandar Matin, Akshansh Sinha, Rajan Vaish, Michael S. Bernstein
2016	A*	`conf`	Embracing Error to Enable Rapid Crowdsourcing. CHI Ranjay A. Krishna, Kenji Hata, Stephanie Chen, Joshua Kravitz, David A. Shamma, Li Fei-Fei, Michael S. Bernstein
2016	J	`jnl`	Embracing Error to Enable Rapid Crowdsourcing. CoRR Ranjay Krishna, Kenji Hata, Stephanie Chen, Joshua Kravitz, David A. Shamma, Li Fei-Fei, Michael S. Bernstein
2016	A*	`conf`	Empath: Understanding Topic Signals in Large-Scale Text. CHI Ethan Fast, Binbin Chen, Michael S. Bernstein
2016	J	`jnl`	Empath: Understanding Topic Signals in Large-Scale Text. CoRR Ethan Fast, Binbin Chen, Michael S. Bernstein
2016	J	`jnl`	Huddler: Convening Stable and Familiar Crowd Teams Despite Unpredictable Availability. CoRR Niloufar Salehi, Andrew McCabe, Melissa A. Valentine, Michael S. Bernstein
2016	J	`jnl`	Mechanical Novel: Crowdsourcing Complex Work through Reflection and Revision. CoRR Joy Kim, Sarah Sterman, Allegra Argent Beal Cohen, Michael S. Bernstein
2016	A*	`conf`	Meta: Enabling Programming Languages to Learn from the Crowd. UIST Ethan Fast, Michael S. Bernstein
2016	J	`jnl`	Mosaic: Designing Online Creative Communities for Sharing Works-in-Progress. CoRR Joy Kim, Maneesh Agrawala, Michael S. Bernstein
2016	A*	`conf`	Pay It Backward: Per-Task Payments on Crowdsourcing Platforms Reduce Productivity. CHI Kazushi Ikeda, Michael S. Bernstein
2016	—	`conf`	Productivity Decomposed: Getting Big Things Done with Little Microtasks. CHI Extended Abstracts Jaime Teevan, Shamsi T. Iqbal, Carrie J. Cai, Jeffrey P. Bigham, Michael S. Bernstein, Elizabeth M. Gerber
2016	A	`conf`	Shirtless and Dangerous: Quantifying Linguistic Signals of Gender Bias in an Online Fiction Writing Community. ICWSM Ethan Fast, Tina Vachovsky, Michael S. Bernstein
2016	J	`jnl`	Shirtless and Dangerous: Quantifying Linguistic Signals of Gender Bias in an Online Fiction Writing Community. CoRR Ethan Fast, Tina Vachovsky, Michael S. Bernstein
2016	—	`conf`	The Web Is Flat: The Inflation of Uncommon Experiences Online. CHI Extended Abstracts Danaë Metaxa-Kakavouli, Gili Rusak, Jaime Teevan, Michael S. Bernstein
2016	J	`jnl`	Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations. CoRR Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A. Shamma, Michael S. Bernstein, Li Fei-Fei
2016	—	`conf`	Visual Relationship Detection with Language Priors. ECCV (1) Cewu Lu, Ranjay Krishna, Michael S. Bernstein, Li Fei-Fei
2016	J	`jnl`	Visual Relationship Detection with Language Priors. CoRR Cewu Lu, Ranjay Krishna, Michael S. Bernstein, Li Fei-Fei
2016	A*	`conf`	Visual7W: Grounded Question Answering in Images. CVPR Yuke Zhu, Oliver Groth, Michael S. Bernstein, Li Fei-Fei
2015	A*	`conf`	Apparition: Crowdsourced User Interfaces that Come to Life as You Sketch Them. CHI Walter S. Lasecki, Juho Kim, Nick Rafter, Onkur Sen, Jeffrey P. Bigham, Michael S. Bernstein
2015	A*	`conf`	Break It Down: A Comparison of Macro- and Microtasks. CHI Justin Cheng, Jaime Teevan, Shamsi T. Iqbal, Michael S. Bernstein
2015	B	`conf`	Connecting Stories and Pedagogy Increases Participant Engagement in Discussions. L@S Vineet Pandey, Yasmine Kotturi, Chinmay Kulkarni, Michael S. Bernstein, Scott R. Klemmer
2015	—	`conf`	Daemo: A Self-Governed Crowdsourcing Marketplace. UIST (Adjunct Volume) Snehal (Neil) Gaikwad, Durim Morina, Rohit Nistala, Megha Agarwal, Alison Cossette, Radhika Bhanu, Saiph Savage, Vishwajeet Narwal, Karan Rajpal, Jeff Regino, Aditi Mithal, Adam Ginzberg, Aditi Nath, Karolina R. Ziulkoski, Trygve Cossette, Dilrukshi Gamage, Angela Richmond-Fuller, Ryo Suzuki, Jeerel Herrejón, Kevin Le, Claudia Flores-Saviaga, Haritha Thilakarathne, Kajal Gupta, William Dai, Ankita Sastry, Shirish Goyal, Thejan Rajapakshe, Niki Abolhassani, Angela Xie, Abigail Reyes, Surabhi Ingle, Verónica Jaramillo, Martin Godínez, Walter Ángel, Carlos Toxtli, Juan Flores, Asmita Gupta, Vineet Sethia, Diana Padilla, Kristy Milland, Kristiono Setyadi, Nuwan Wajirasena, Muthitha Batagoda, Rolando Cruz, James Damon, Divya Nekkanti, Tejas Sarma, Mohamed Saleh, Gabriela Gongora-Svartzman, Soroosh Bateni, Gema Toledo Barrera, Alex Peña, Ryan Compton, Deen Aariff, Luis Palacios, Manuela Paula Ritter, Nisha K. K., Alan C. Kay, Jana Uhrmeister, Srivalli Nistala, Milad Esfahani, Elsa Bakiu, Christopher Diemert, Luca Matsumoto, Manik Singh, Krupa Patel, Ranjay Krishna, Geza Kovacs, Rajan Vaish, Michael S. Bernstein
2015	B	`conf`	Designing Creativity Support Tools for Failure. Creativity & Cognition Joy Kim, Avi Bagla, Michael S. Bernstein
2015	A	`conf`	Flock: Hybrid Crowd-Machine Learning Classifiers. CSCW Justin Cheng, Michael S. Bernstein
2015	A*	`conf`	Image retrieval using scene graphs. CVPR Justin Johnson, Ranjay Krishna, Michael Stark, Li-Jia Li, David A. Shamma, Michael S. Bernstein, Li Fei-Fei
2015	J	`jnl`	ImageNet Large Scale Visual Recognition Challenge. Int. J. Comput. Vis. Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael S. Bernstein, Alexander C. Berg, Li Fei-Fei
2015	A*	`conf`	Measuring Crowdsourcing Effort with Error-Time Curves. CHI Justin Cheng, Jaime Teevan, Michael S. Bernstein
2015	A*	`conf`	Motif: Supporting Novice Creativity through Expert Patterns. CHI Joy Kim, Mira Dontcheva, Wilmot Li, Michael S. Bernstein, Daniela Steinsapir
2015	B	`conf`	PeerStudio: Rapid Peer Feedback Emphasizes Revision and Improves Performance. L@S Chinmay Kulkarni, Michael S. Bernstein, Scott R. Klemmer
2015	J	`jnl`	SentenceRacer: A Game with a Purpose for Image Sentence Annotation. CoRR Kenji Hata, Sherman Leung, Ranjay Krishna, Michael S. Bernstein, Li Fei-Fei
2015	J	`jnl`	Soylent: a word processor with a crowd inside. Commun. ACM Michael S. Bernstein, Greg Little, Robert C. Miller, Björn Hartmann, Mark S. Ackerman, David R. Karger, David Crowell, Katrina Panovich
2015	B	`conf`	Structure and messaging techniques for online peer learning systems that increase stickiness. L@S Yasmine Kotturi, Chinmay Kulkarni, Michael S. Bernstein, Scott R. Klemmer
2015	A	`conf`	Talkabout: Making Distance Matter with Small Groups in Massive Classes. CSCW Chinmay Kulkarni, Julia Cambre, Yasmine Kotturi, Michael S. Bernstein, Scott R. Klemmer
2015	—	`conf`	Text Mining Emergent Human Behaviors for Interactive Systems. CHI Extended Abstracts Ethan Fast, Pranav Rajpurkar, Michael S. Bernstein
2015	J	`jnl`	Visual7W: Grounded Question Answering in Images. CoRR Yuke Zhu, Oliver Groth, Michael S. Bernstein, Li Fei-Fei
2015	A*	`conf`	We Are Dynamo: Overcoming Stalling and Friction in Collective Action for Crowd Workers. CHI Niloufar Salehi, Lilly Irani, Michael S. Bernstein, Ali Alkhatib, Eva Ogbe, Kristy Milland, Clickhappier
2014	A	`conf`	Catalyst: triggering collective action with thresholds. CSCW Justin Cheng, Michael S. Bernstein
2014	B	`conf`	Context Trees: Crowdsourcing Global Understanding from Local Views. HCOMP Vasilis Verroios, Michael S. Bernstein
2014	J	`jnl`	Designing and Deploying Online Field Experiments. CoRR Eytan Bakshy, Dean Eckles, Michael S. Bernstein
2014	A*	`conf`	Designing and deploying online field experiments. WWW Eytan Bakshy, Dean Eckles, Michael S. Bernstein
2014	A*	`conf`	Emergent, crowd-scale programming practice in the IDE. CHI Ethan Fast, Daniel Steffee, Lucy Wang, Joel R. Brandt, Michael S. Bernstein
2014	A	`conf`	Ensemble: exploring complementary strengths of leaders and crowds in creative collaboration. CSCW Joy Kim, Justin Cheng, Michael S. Bernstein
2014	A*	`conf`	Expert crowdsourcing with flash teams. UIST Daniela Retelny, Sébastien Robaszkiewicz, Alexandra To, Walter S. Lasecki, Jay Patel, Negar Rahmati, Tulsee Doshi, Melissa A. Valentine, Michael S. Bernstein
2014	J	`jnl`	ImageNet Large Scale Visual Recognition Challenge. CoRR Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael S. Bernstein, Alexander C. Berg, Li Fei-Fei
2014	J	`jnl`	Learning Perceptual Kernels for Visualization Design. IEEE Trans. Vis. Comput. Graph. Çagatay Demiralp, Michael S. Bernstein, Jeffrey Heer
2014	A*	`conf`	Scalable multi-label annotation. CHI Jia Deng, Olga Russakovsky, Jonathan Krause, Michael S. Bernstein, Alexander C. Berg, Li Fei-Fei
2014	B	`conf`	Scaling short-answer grading by combining peer assessment with algorithmic scoring. L@S Chinmay Eishan Kulkarni, Richard Socher, Michael S. Bernstein, Scott R. Klemmer
2014	—	`conf`	Structured handoffs in expert crowdsourcing improve communication and work output. UIST (Adjunct Volume) Alex Embiricos, Negar Rahmati, Nicole Zhu, Michael S. Bernstein
2014	B	`conf`	Talkabout: small-group discussions in massive global classes. L@S Julia Cambre, Chinmay Kulkarni, Michael S. Bernstein, Scott R. Klemmer
2014	A*	`conf`	Twitch crowdsourcing: crowd contributions in short bursts of time. CHI Rajan Vaish, Keith Wyngarden, Jingshu Chen, Brandon Cheung, Michael S. Bernstein
2013	J	`jnl`	Crowd-Powered Systems. Künstliche Intell. Michael S. Bernstein
2013	A*	`conf`	Crowd-scale interactive formal reasoning and analytics. UIST Ethan Fast, Colleen Lee, Alex Aiken, Michael S. Bernstein, Daphne Koller, Eric Smith
2013	A	`conf`	EmailValet: managing email overload through private, accountable crowdsourcing. CSCW Nicolas Kokkalis, Thomas Köhn, Carl Pfeiffer, Dima Chornyi, Michael S. Bernstein, Scott R. Klemmer
2013	—	`conf`	Micro-volunteering: helping the helpers in development. CSCW Companion Michael S. Bernstein, Mike Bright, Ed Cutrell, Steven Dow, Elizabeth Gerber, Anupam Jain, Anand Kulkarni
2013	A*	`conf`	Quantifying the invisible audience in social networks. CHI Michael S. Bernstein, Eytan Bakshy, Moira Burke, Brian Karrer
2013	A	`conf`	The future of crowd work. CSCW Aniket Kittur, Jeffrey V. Nickerson, Michael S. Bernstein, Elizabeth Gerber, Aaron D. Shaw, John Zimmerman, Matt Lease, John J. Horton
2012	J	`jnl`	Analytic Methods for Optimizing Realtime Crowdsourcing CoRR Michael S. Bernstein, David R. Karger, Robert C. Miller, Joel Brandt
2012	—	`—`	Crowd-powered systems. Michael S. Bernstein
2012	—	`conf`	CrowdCamp: rapidly iterating ideas related to collective intelligence & crowdsourcing. CHI Extended Abstracts Paul André, Michael S. Bernstein, Mira Dontcheva, Elizabeth Gerber, Aniket Kittur, Rob Miller
2012	A*	`conf`	Direct answers for search queries in the long tail. CHI Michael S. Bernstein, Jaime Teevan, Susan T. Dumais, Daniel J. Liebling, Eric Horvitz
2012	—	`conf`	Fail whaling: designing from deviance and failures in social computing. CHI Extended Abstracts Michael S. Bernstein, Michael D. Conover, Benjamin Mako Hill, Andrés Monroy-Hernández, Brian Keegan, Aaron D. Shaw, Sarita Yardi, R. Stuart Geiger, Amy S. Bruckman
2012	J	`jnl`	Leveraging Online Populations for Crowdsourcing [Guest editors' introduction]. IEEE Internet Comput. Ed H. Chi, Michael S. Bernstein
2012	—	`conf`	Reject me: peer review and SIGCHI. CHI Extended Abstracts Michael S. Bernstein, Dan Cosley, Carl DiSalvo, Sanjay Kairam, David R. Karger, Travis Kriplean, Cliff Lampe, Wendy E. Mackay, Loren G. Terveen, Jacob O. Wobbrock, Sarita Yardi
2012	—	`conf`	RepliCHI SIG: from a panel to a new submission venue for replication. CHI Extended Abstracts Max L. Wilson, Wendy E. Mackay, Ed Huai-hsin Chi, Michael S. Bernstein, Jeffrey Nichols
2012	A	`conf`	Who gives a tweet?: evaluating microblog content value. CSCW Paul André, Michael S. Bernstein, Kurt Luther
2011	A	`conf`	4chan and /b/: An Analysis of Anonymity and Ephemerality in a Large Online Community. ICWSM Michael S. Bernstein, Andrés Monroy-Hernández, Drew Harry, Paul André, Katrina Panovich, Gregory G. Vargas
2011	A*	`conf`	Crowds in two seconds: enabling realtime crowd-powered interfaces. UIST Michael S. Bernstein, Joel Brandt, Robert C. Miller, David R. Karger
2011	—	`conf`	Crowdsourcing and human computation: systems, studies and platforms. CHI Extended Abstracts Michael S. Bernstein, Ed H. Chi, Lydia B. Chilton, Björn Hartmann, Aniket Kittur, Robert C. Miller
2011	—	`conf`	PingPong++: community customization in games and entertainment. Advances in Computer Entertainment Technology Xiao Xiao, Michael S. Bernstein, Lining Yao, David Lakatos, Lauren Gust, Kojo Acquah, Hiroshi Ishii
2011	J	`jnl`	Processing and visualizing the data in tweets. SIGMOD Rec. Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, Robert C. Miller
2011	—	`conf`	RepliCHI - CHI should be replicating and validating results more: discuss. CHI Extended Abstracts Max L. Wilson, Wendy E. Mackay, Ed H. Chi, Michael S. Bernstein, Daniel M. Russell, Harold W. Thimbleby
2011	—	`conf`	The trouble with social computing systems research. CHI Extended Abstracts Michael S. Bernstein, Mark S. Ackerman, Ed H. Chi, Robert C. Miller
2011	—	`conf`	Tweets as data: demonstration of TweeQL and Twitinfo. SIGMOD Conference Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, Robert C. Miller
2011	A*	`conf`	Twitinfo: aggregating and visualizing microblogs for event exploration. CHI Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, Robert C. Miller
2010	—	`conf`	Crowd-powered interfaces. UIST (Adjunct Volume) Michael S. Bernstein
2010	A*	`conf`	Eddi: interactive topic-based browsing of social status streams. UIST Michael S. Bernstein, Bongwon Suh, Lichan Hong, Jilin Chen, Sanjay Kairam, Ed H. Chi
2010	A*	`conf`	Enhancing directed content sharing on the web. CHI Michael S. Bernstein, Adam Marcus, David R. Karger, Robert C. Miller
2010	J	`jnl`	Heads in the cloud. XRDS Robert C. Miller, Greg Little, Michael S. Bernstein, Jeffrey P. Bigham, Lydia B. Chilton, Max Goldman, John Joseph Horton, Rajeev Nayak
2010	J	`jnl`	Human computation and crowdsourcing. XRDS Michael S. Bernstein, Inbal Talgam-Cohen
2010	J	`jnl`	Personalization via friendsourcing. ACM Trans. Comput. Hum. Interact. Michael S. Bernstein, Desney S. Tan, Greg Smith, Mary Czerwinski, Eric Horvitz
2010	J	`jnl`	Profile Armando Solar-Lezama: programming machines to program bits. XRDS Michael S. Bernstein
2010	J	`jnl`	Profile John Resig: origins of the JavaScript ninja. XRDS Michael S. Bernstein
2010	A*	`conf`	Short and tweet: experiments on recommending content from information streams. CHI Jilin Chen, Rowan Nairn, Les Nelson, Michael S. Bernstein, Ed H. Chi
2010	A*	`conf`	Soylent: a word processor with a crowd inside. UIST Michael S. Bernstein, Greg Little, Robert C. Miller, Björn Hartmann, Mark S. Ackerman, David R. Karger, David Crowell, Katrina Panovich
2010	J	`jnl`	The war against spam: and more. Commun. ACM Greg Linden, Michael S. Bernstein, Erika Shehan Poole
2009	—	`conf`	CHIstory. CHI Extended Abstracts Michael S. Bernstein, Paul André, Kurt Luther, Erin Treacy Solovey, Erika Shehan Poole, Sharoda A. Paul, Shaun K. Kane, Jonathan Grudin
2009	A*	`conf`	Collabio: a game for annotating people within social networks. UIST Michael S. Bernstein, Desney S. Tan, Greg Smith, Mary Czerwinski, Eric Horvitz
2009	A*	`conf`	Note to self: examining personal information keeping in a lightweight note-taking tool. CHI Max Van Kleek, Michael S. Bernstein, Katrina Panovich, Gregory G. Vargas, David R. Karger, Monica M. C. Schraefel
2008	J	`jnl`	Information scraps: How and why information eludes our personal information management tools. ACM Trans. Inf. Syst. Michael S. Bernstein, Max Van Kleek, David R. Karger, m. c. schraefel
2008	A*	`conf`	Inky: a sloppy command line for the web with rich visual feedback. UIST Robert C. Miller, Victoria H. Chou, Michael S. Bernstein, Greg Little, Max Van Kleek, David R. Karger, m. c. schraefel
2008	A*	`conf`	Taskposé: exploring fluid boundaries in an associative window visualization. UIST Michael S. Bernstein, Jeff Shrager, Terry Winograd
2007	A*	`conf`	Gui --- phooey!: the case for text input. UIST Max Van Kleek, Michael S. Bernstein, David R. Karger, m. c. schraefel
2007	—	`conf`	Management of personal information scraps. CHI Extended Abstracts Michael S. Bernstein, Max Van Kleek, m. c. schraefel, David R. Karger
2006	A*	`conf`	Reflective physical prototyping through integrated design, test, and analysis. UIST Björn Hartmann, Scott R. Klemmer, Michael S. Bernstein, Leith Abdulla, Brandon Burr, Avi Robinson-Mosher, Jennifer Gee