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Papers

	ICCV 2019
	Scene Graph Prediction with Limited Labels Vincent Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei   PROJECT
	CVPR 2019
	Information Maximizing Visual Question Generation Ranjay Krishna, Michael Bernstein, Li Fei-Fei   PROJECT
	CHI 2019
	Conservation of Procrastination: Do Productivity Interventions Save Time or Just Redistribute It? Geza Kovacs, Drew Mylander Gregory, Zilin Ma, Zhengxuan Wu, Golrokh Emami, Jacob Ray, Michael Bernstein    TRY IT!   PROJECT
	Street-Level Algorithms: A Theory At The Gaps Between Policy and Decisions Ali Alkhatib, Michael Bernstein   Best Paper
	QuizBot: A Dialogue-based Adaptive Learning System for Factual Knowledge Sherry Ruan, Liwei Jiang, Justin Xu, Bryce Joe-Kun Tham, Zheng-neng Qiu, Yeshuang Zhu, Elizabeth L. Murnane, Emma Brunskill, James A. Landay   VIDEO
	Pinpoint: A PCB Debugging Pipeline Using Interruptible Routing and Instrumentation Evan Strasnick, Sean Follmer, Maneesh Agrawala
	Editing Spatial Layouts through Tactile Templates for People with Visual Impairments Jingyi Li, Son Kim, Joshua A. Miele, Maneesh Agrawala, Sean Follmer   PROJECT   VIDEO
	CSCW 2018
	Rotating Online Behavior Change Interventions Increases Effectiveness But Also Increases Attrition Geza Kovacs, Zhengxuan Wu, Michael Bernstein    TRY IT!   PROJECT
	Hive: Collective Design Through Network Rotation Niloufar Salehi, Michael Bernstein
	CVPR 2018
	Referring Relationships Ranjay Krishna, Ines Chami, Michael Bernstein, Li Fei-Fei   PROJECT
	CHI 2018
	Visuo-Haptic Illusions for Improving the Perceived Performance of Shape Displays Parastoo Abtahi, Sean Follmer   VIDEO
	In Search of the Dream Team: Temporally Constrained Multi-Armed Bandits for Identifying Effective Team Structures Sharon Zhou, Melissa Valentine, Michael S. Bernstein   Honorable Mention
	Iris: A Conversational Agent for Complex Tasks Ethan Fast, Binbin Chen, Julia Mendelsohn, Jonathan Bassen, Michael S. Bernstein
	TOCHI 2018
	Ink: Increasing Worker Agency to Reduce Friction in Hiring Crowd Workers Niloufar Salehi, Michael Bernstein
	CSCW 2018
	No Workflow Can Ever Be Enough: How Crowdsourcing Workflows Constrain Complex Work Daniela Retelny, Melissa Valentine, Michael Bernstein
	UIST 2017
	Crowd Research: Open and Scalable University Laboratories Rajan Vaish, Snehalkumar (Neil) S. Gaikwad, Geza Kovacs, Andreas Veit, Ranjay Krishna, Imanol Arrieta Ibarra, Camelia Simoiu, Michael Wilber, Serge Belongie, Sharad Goel, James Davis, Michael S. Bernstein   Honorable Mention
	Scanalog: Interactive Design and Debugging of Analog Circuits with Programmable Hardware Evan Strasnick, Maneesh Agrawala, Sean Follmer   PROJECT   VIDEO  Honorable Mention
	ICCV 2017
	Dense-Captioning Events in Videos Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles   PROJECT   VIDEO
	UBICOMP 2017
	UbiSwarm: Ubiquitous Robotic Interfaces and Investigation of Abstract Motion as a Display Lawrence H Kim, Sean Follmer
	Drone Near Me: Exploring Touch-Based Human-Drone Interaction Parastoo Abtahi, David Y. Zhao, Jane L. E, James A. Landay   VIDEO
	CHI 2017
	Examining Crowd Work and Gig Work Through The Historical Lens of Piecework Ali Alkhatib, Michael Bernstein, Margaret Levi   Honorable Mention
	MyriadHub: Efficiently Scaling Personalized Email Conversations with Valet Crowdsourcing Nicolas Kokkalis, Chengdiao Fan, Johannes Roith, Michael S. Bernstein, Scott R. Klemmer    TRY IT!   PROJECT   VIDEO  Honorable Mention
	Flash Organizations: Crowdsourcing Complex Work by Structuring Crowds As Organizations Melissa Valentine, Daniela Retelny, Alexandra To, Negar Rahmati, Tulsee Doshi, Michael Kim, Maxine Fonua, and Michael Bernstein   Best Paper
	Drone & Wo: Cultural Influences on Human-Drone Interaction Techniques Jane L. E, Ilene L. E, James A. Landay, Jessica R. Cauchard   VIDEO
	ICWSM 2017
	Better When It Was Smaller? Community Content and Behavior After Massive Growth Zhiyuan Lin, Niloufar Salehi, Bowen Yao, Yiqi Chen, and Michael Bernstein
	CSCW 2017
	A Glimpse Far into the Future: Understanding Long-term Crowd Worker Quality Kenji Hata, Ranjay Krishna, Li Fei-Fei, Michael Bernstein   PROJECT
	Huddler: Convening Stable and Familiar Crowd Teams Despite Unpredictable Availability Niloufar Salehi, Andrew McCabe, Melissa Valentine, Michael Bernstein
	Communicating Context to the Crowd for Complex Writing Tasks Niloufar Salehi, Jaime Teevan, Shamsi Iqbal, Ece Kamar   Honorable Mention
	Crowd Guilds: Worker-led Reputation and Feedback on Crowdsourcing Platforms 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, Teogenes 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
	Mechanical Novel: Crowdsourcing Complex Workthrough Reflection and Revision Joy Kim, Sarah Sterman, Allegra Argent Beal Cohen, Michael S. Bernstein
	Mosaic: Designing Online Creative Communities for Sharing Works-in-Progress Joy Kim, Maneesh Agrawala, Michael S. Bernstein   Honorable Mention
	Founder Center: Enabling Access to Collective Social Capital Nicolas Kokkalis, Chengdiao Fan, Thomas Breier, Michael Bernstein   PROJECT
	The Daemo Crowdsourcing Marketplace 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 Ziulkoski, Dinesh Dhakal, Alexander Stolzoff, Senadhipathige S. Niranga, Mohamed Salih, Akshansh Sinha, Rajan Vaish, Michael S. Bernstein
	Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions Justin Cheng, Michael Bernstein, Cristian Danescu-Niculescu-Mizil, Jure Leskovec   Best Paper
	IJCV 2017
	Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li Jia-Li, David Ayman Shamma, Michael Bernstein, Li Fei-Fei   PROJECT
	ECCV 2016
	Visual Relationship Detection with Language Priors Cewu Lu*, Ranjay Krishna*, Michael Bernstein, Li Fei-Fei   PROJECT  oral
	UIST 2016
	Meta: Enabling Programming Languages to Learn from the Crowd Ethan Fast, Michael Bernstein
	Boomerang: Rebounding the Consequences of Reputation Feedback on Crowdsourcing Platforms Snehalkumar (Neil) S. Gaikwad, Durim Morina, Adam Ginzberg, Catherine Mullings, Shirish Goyal, Dilrukshi Gamage, Christopher Diemert, Mathias Burton, Sharon Zhou, Mark Whiting, Karolina 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   PROJECT
	CHI 2016
	Pay It Backward: Per-Task Payments on Crowdsourcing Platforms Reduce Productivity Kazushi Ikeda, Michael Bernstein
	The Web Is Flat: The Inflation of Uncommon Experiences Online Danaë Metaxa-Kakavouli, Gili Rusak, Jaime Teevan, Michael Bernstein   Best Paper
	Atelier: Repurposing Expert Crowdsourcing Tasks as Micro-internships Ryo Suzuki, Niloufar Salehi, Michelle S. Lam, Juan C. Marroquin, Michael S. Bernstein
	Empath: Understanding Topic Signals in Large-Scale Text Ethan Fast, Binbin Chen, Michael Bernstein   PROJECT  Best Paper
	Augur: Mining Human Behaviors from Fiction to Power Interactive Systems Ethan Fast, William McGrath, Pranav Rajpurkar, Michael Bernstein   Honorable Mention
	Embracing Error to Enable Rapid Crowdsourcing Ranjay Krishna, Kenji Hata, Stephanie Chen, Joshua Kravitz, David A. Shamma, Li Fei-Fei, Michael Bernstein   PROJECT
	ActiVibe: Design and Evaluation of Vibrations for Progress Monitoring Jessica R. Cauchard, Janette L. Cheng, Thomas Pietrzak, James A. Landay
	ICWSM 2016
	Shirtless and Dangerous: Quantifying Linguistic Signals of Gender Bias in an Online Fiction Writing Community Ethan Fast, Tina Vachovsky, Michael Bernstein
	L@S 2016
	Effects of In-Video Quizzes on MOOC Lecture Viewing Geza Kovacs
	HRI 2016
	Emotion Encoding in Human-Drone Interaction Jessica Rebecca Cauchard, Kevin Y. Zhai, Marco Spadafora, and James A. Landay
	UIST 2015
	Daemo: a Self-Governed Crowdsourcing Marketplace S. Gaikwad, D. Morina, R. Nistala, M. Agarwal, A. Cossette, R. Bhanu, S. Savage, V. Narwal, K. Rajpal, J. Regino, A. Mithal, A. Ginzberg, A. Nath, K. R. Ziulkoski, T. Cossette, D. Gamage, A. Richmond-Fuller, R. Suzuki, J. Herrejon, K. V. Le, C. Flores-Saviaga, H. Thilakarathne, K. Gupta, W. Dai, A. Sastry, S. Goyal, T. Rajapakshe, N. Abolhassani, A. Xie, A. Reyes, S. Ingle, V. Jaramillo, M.D. Godinez, W. Angel, M. Godinez, C. Toxtli, J. Flores, A. Gupta, V. Sethia, D. Padilla, K. Milland, K. Setyadi, N. Wajirasena, M. Batagoda, R. Cruz, J. Damon, D. Nekkanti, T. Sarma, M.H. Saleh, G. Gongora-Svartzman, S. Bateni, G. Toledo-Barrera, A. Pena, R. Compton, D. Aariff, L. Palacios, M. P. Ritter, Nisha K.K., A. Kay, J. Uhrmeister, S. Nistala, M. Esfahani, E. Bakiu, C. Diemert, L. Matsumoto, M. Singh, V. Jaramillo-Lopez, K. Patel, R. Krishna, G. Kovacs, R. Vaish, M. Bernstein
	MIT Press 2015
	Handbook of Collective Intelligence Thomas Malone, Michael Bernstein   PROJECT
	Ubicomp 2015
	Drone & Me: An Exploration Into Natural Human-Drone Interaction Jessica R. Cauchard, Jane L. E, Kevin Y. Zhai, James A. Landay   VIDEO
	CACM 2015
	Soylent: A Word Processor with a Crowd Inside Michael S. Bernstein, Greg Little, Robert C. Miller, Bjoern Hartmann, Mark Ackerman, David R. Karger, David Crowell, and Katrina Panovich   VIDEO  research highlight
	CVPR 2015
	Image Retrieval using Scene Graphs Justin Johnson, Ranjay Krishna, Michael Stark, Li-Jia Li, David Ayman Shamma, Michael Bernstein, Li Fei-Fei   PROJECT
	CHI 2015
	Motif: Supporting Novice Creativity through Expert Patterns Joy Kim, Mira Dontcheva, Wilmot Li, Michael S. Bernstein, Daniela Steinsapir   PROJECT  honorable mention
	Break It Down: A Comparison of Macro- and Microtasks Justin Cheng, Jaime Teevan, Shamsi Iqbal, Michael Bernstein   honorable mention
	Measuring Crowdsourcing Effort with Error-Time Curves Justin Cheng, Jaime Teevan, Michael Bernstein   honorable mention
	We Are Dynamo: Overcoming Stalling and Friction in Collective Action for Crowd Workers Niloufar Salehi, Lilly Irani, Michael Bernstein, Ali Alkhatib, Eva Ogbe, Kristy Milland, Clickhappier   honorable mention
	Apparition: Crowdsourced User Interfaces That Come To Life As You Sketch Them Walter Lasecki, Juho Kim, Nicholas Rafter, Onkur Sen, Jeffrey Bigham, and Michael Bernstein   honorable mention
	FeedLearn: Using Facebook Feeds for Microlearning Geza Kovacs
	QuizCram: A Question-Driven Video Studying Interface Geza Kovacs
	CSCW 2015
	Talkabout: Making Distance Matter with Small Groups in Massive Classes Chinmay Kulkarni, Julia Cambre, Yasmine Kotturi, Michael S. Bernstein, Scott Klemmer   PROJECT
	Flock: Hybrid Crowd-Machine Learning Classifiers Justin Cheng, Michael Bernstein   honorable mention
	L@S 2015
	PeerStudio: Rapid Peer Feedback Emphasizes Revision and Improves Performance Chinmay Kulkarni, Michael S. Bernstein, Scott Klemmer   PROJECT
	Structure and messaging techniques for online peer learning systems that increase stickiness Yasmine Kotturi, Chinmay Kulkarni, Michael S. Bernstein, Scott Klemmer   PROJECT
	Stanford 2015
	Structuring Peer Interactions for Effective Learning at Scale Chinmay Kulkarni   PROJECT
	IJCV 2015
	ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, Li Fei-Fei
	HCOMP 2014
	Context Trees: Crowdsourcing Global Understanding from Local Views Vasilis Verroios, Michael Bernstein
	InfoVis 2014
	Learning Perceptual Kernels for Visualization Design Çağatay Demiralp, Michael Bernstein, Jeffrey Heer   PROJECT
	UIST 2014
	Expert Crowdsourcing with Flash Teams Daniela Retelny, Sebastien Robaszkiewicz, Alexandra To, Walter Lasecki, Jay Patel, Negar Rahmati, Tulsee Doshi, Melissa Valentine, Michael Bernstein   PROJECT   VIDEO  best paper award
	CHI 2014
	Emergent, Crowd-scale Programming Practice in the IDE Ethan Fast, Daniel Steffee, Lucy Wang, Joel Brandt, Michael Bernstein
	Twitch Crowdsourcing: Crowd Contributions in Short Bursts of Time Rajan Vaish, Keith Wyngarden, Jingshu Chen, Brandon Cheung, Michael Bernstein   PROJECT
	Scalable Multi-label Annotation Jia Deng, Olga Russakovsky, Jonathan Krause, Michael Bernstein, Alex Berg, and Li Fei-Fei
	Smart Subtitles for Language Learning Geza Kovacs, Robert C. Miller   VIDEO
	WWW 2014
	Designing and Deploying Online Field Experiments Eytan Bakshy, Dean Eckles, Michael Bernstein    TRY IT!   PROJECT
	L@S 2014
	Scaling Short-answer Grading by Combining Peer Assessment with Algorithmic Scoring Chinmay Kulkarni, Richard Socher, Michael S. Bernstein, Scott R. Klemmer   PROJECT
	Talkabout: Small-group Discussions in Massive Global Classes Julia Cambre, Chinmay Kulkarni, Michael S. Bernstein, Scott R. Klemmer   PROJECT
	CSCW 2014
	Catalyst: Triggering Collective Action with Thresholds Justin Cheng, Michael Bernstein   PROJECT
	Ensemble: Exploring Complementary Strengths of Leaders and Crowds in Creative Collaboration Joy Kim, Justin Cheng, Michael Bernstein   PROJECT
	TOCHI 2013
	Peer and Self Assessment in Massive Online Classes Chinmay Kulkarni, Koh Pang Wei, Huy Le, Daniel Chia, Kathryn Papadopoulos, Justin Cheng, Daphne Koller, Scott R. Klemmer   PROJECT
	TaskGenies: Automatically Providing Action Plans Helps People Complete Tasks Nicolas Kokkalis, Thomas Koehn, Johanes Huebner, Moontae Lee, Florian Schulze, Scott Klemmer    TRY IT!   PROJECT
	UIST 2013
	Crowd-scale Interactive Formal Reasoning and Analytics Ethan Fast, Colleen Lee, Alex Aiken, Michael Bernstein, Daphne Koller, Eric Smith
	ICWSM 2013
	Towards Supporting Search over Trending Events with Social Media Sanjay Kairam, Meredith Ringel Morris, Jaime Teevan, Dan Liebling, Susan Dumais   honorable mention
	ICML 2013
	Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment Jason Chuang, Sonal Gupta, Christopher D. Manning, Jeffrey Heer
	ITID 2013
	Power to the Peers: Authority of Source Effects for a Voice-Based Agricultural Information Service in Rural India Neil Patel, Krishna Savani, Paresh Dave, Kapil Shah, Scott R Klemmer, Tapan S Parikh
	PhD 2013
	Managing Personal Information with Private, Accountable Crowdsourcing Nicolas P. Kokkalis
	more...