| 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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| CHI 2022 |
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Beyond Being Real: A Sensorimotor Control Perspective on Interactions in Virtual Reality
Parastoo Abtahi, Sidney Q. Hough, James A. Landay, Sean Follmer VIDEO
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Jury Learning: Integrating Dissenting Voices into Machine Learning Models
Mitchell L. Gordon, Michelle S. Lam, Joon Sung Park, Kayur Patel, Jeffrey T. Hancock, Tatsunori Hashimoto, Michael S. Bernstein Best Paper
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Beyond Virtual Bazaar: How Social Commerce Promotes Inclusivity for the Traditionally Underserved Community in Chinese Developing Regions
Zhilong Chen*, Hancheng Cao*, Xiaochong Lan, Zhicong Lu, Yong Li
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FAR: End-to-End Vibrotactile Distributed System Designed to Facilitate Affect Regulation in Children Diagnosed with Autism Spectrum Disorder Through Slow Breathing
Pardis Miri, Mehul Arora, Aman Malhotra, Robert Flory, Stephanie Hu, Ashley Lowber, Ishan Goyal, Jacqueline Nguyen, John P. Hegarty, Marlo D. Kohn, David Schneider, Heather Culbertson, Daniel L. K. Yamins, Lawrence Fung, Antonio Hardan, James J. Gross, Keith Marzullo
PROJECT VIDEO
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Human-AI Guidelines in Practice: The Power of Leaky Abstractions in Cross-Disciplinary Teams
Hariharan Subramonyam, Jane Im, Colleen Seifert, Eytan Adar
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HybridTrak: Adding Full-Body Tracking to VR Using an Off-the-Shelf Webcam
Jackie (Junrui) Yang, Tuochao Chen, Fang Qin, Monica S. Lam, James A. Landay
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Supporting Accessible Data Visualization Through Audio Data
Narratives
Alexa F. Siu, Gene S-H Kim, Sile O’Modhrain, and Sean Follmer VIDEO
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| Eurographics 2022 |
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ZoomShop: Depth-Aware Editing of Photographic Composition
Sean J. Liu, Maneesh Agrawala, Stephen DiVerdi and Aaron Hertzmann PROJECT VIDEO
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| RA-L 2022 |
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Detecting Touch and Grasp Gestures Using a Wrist-Worn Optical and Inertial Sensing Network
Savannah Cofer, Tyler N. Chen, Jackie (Junrui) Yang, Sean Follmer PROJECT VIDEO
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| CSCW 2022 |
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A "Distance Matters" Paradox: Facilitating Intra-Team Collaboration Can Harm Inter-Team Collaboration
Xinlan Emily Hu, Rebecca Hinds, Melissa A. Valentine, Michael S. Bernstein
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A Web-Scale Analysis of the Community Origins of Image Memes
Durim Morina, Michael S. Bernstein
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Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support
Michael Madaio, Lisa Egede, Hariharan Subramonyam, Jenn Wortman Vaughan, Hanna Wallach
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Comparing the Perceived Legitimacy of Content Moderation Processes: Contractors, Algorithms, Expert Panels, and Digital Juries
Christina A. Pan, Sahil Yakhmi, Tara P. Iyer, Evan Strasnick, Amy X. Zhang, Michael S. Bernstein
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Power Distribution and Conflicts in Designing, Using, and Maintaining Algorithmic Socio-Technical Systems
Joon Sung Park, Karrie Karahalios, Niloufar Salehi, Motahhare Eslami
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| IUI 2022 |
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VideoSticker: A Tool for Active Viewing and Visual Note-taking from Videos
Yining Cao, Hariharan Subramonyam, Eytan Adar VIDEO
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| JOTS 2022 |
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Pride and Professionalization in Volunteer Moderation: Lessons for Effective Platform–User Collaboration
Joseph Seering, Brianna Dym, Geoff Kaufman, Michael Bernstein
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| Frontiers 2022 |
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Use of Crowdsourced Online Surveys to Study the Impact of Architectural and Design Choices on Well-being
Basma Altaf, Eva L. Bianchi, Isabella P. Douglas, Kyle Douglas, Brandon Byers, Pablo E. Parades, Nicole M. Ardoin, Hazel R. Markus, Elizabeth L. Murnane, Lucy Z. Bencharit, James A. Landay, and Sarah L. Billington
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| PNAS 2021 |
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Ethics and Society Review: Ethics Reflection As A Precondition to Research Funding
Michael Bernstein, Margaret Levi, David Magnus, Betsy Rajala, Debra Satz, Quinn Waeiss PROJECT
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