| CHI 2019 |
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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
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Street-Level Algorithms: A Theory At The Gaps Between Policy and Decisions
Ali Alkhatib, Michael Bernstein
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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
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| CSCW 2018 |
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Rotating Online Behavior Change Interventions Increases Effectiveness But Also Increases Attrition
Geza Kovacs, Zhengxuan Wu, Michael Bernstein TRY IT! PROJECT
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Hive: Collective Design Through Network Rotation
Niloufar Salehi, Michael Bernstein
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| CVPR 2018 |
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Referring Relationships
Ranjay Krishna, Ines Chami, Michael Bernstein, Li Fei-Fei PROJECT
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| CHI 2018 |
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Visuo-Haptic Illusions for Improving the Perceived Performance of Shape Displays
Parastoo Abtahi, Sean Follmer VIDEO
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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
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Iris: A Conversational Agent for Complex Tasks
Ethan Fast, Binbin Chen, Julia Mendelsohn, Jonathan Bassen, Michael S. Bernstein
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| TOCHI 2018 |
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Ink: Increasing Worker Agency to Reduce Friction in Hiring Crowd Workers
Niloufar Salehi, Michael Bernstein
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| CSCW 2018 |
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No Workflow Can Ever Be Enough: How Crowdsourcing Workflows Constrain Complex Work
Daniela Retelny, Melissa Valentine, Michael Bernstein
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| UIST 2017 |
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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
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Scanalog: Interactive Design and Debugging of Analog Circuits with Programmable Hardware
Evan Strasnick, Maneesh Agrawala, Sean Follmer PROJECT VIDEO Honorable Mention
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| ICCV 2017 |
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Dense-Captioning Events in Videos
Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles PROJECT VIDEO
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| UBICOMP 2017 |
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UbiSwarm: Ubiquitous Robotic Interfaces and Investigation of Abstract Motion as a Display
Lawrence H Kim, Sean Follmer
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Drone Near Me: Exploring Touch-Based Human-Drone Interaction
Parastoo Abtahi, David Y. Zhao, Jane L. E, James A. Landay VIDEO
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| CHI 2017 |
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Examining Crowd Work and Gig Work Through The Historical Lens of Piecework
Ali Alkhatib, Michael Bernstein, Margaret Levi Honorable Mention
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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
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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
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Drone & Wo: Cultural Influences on Human-Drone Interaction Techniques
Jane L. E, Ilene L. E, James A. Landay, Jessica R. Cauchard VIDEO
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| ICWSM 2017 |
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Better When It Was Smaller? Community Content and Behavior After Massive Growth
Zhiyuan Lin, Niloufar Salehi, Bowen Yao, Yiqi Chen, and Michael Bernstein
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| CSCW 2017 |
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A Glimpse Far into the Future: Understanding Long-term Crowd Worker Quality
Kenji Hata, Ranjay Krishna, Li Fei-Fei, Michael Bernstein PROJECT
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Huddler: Convening Stable and Familiar Crowd Teams Despite Unpredictable Availability
Niloufar Salehi, Andrew McCabe, Melissa Valentine, Michael Bernstein
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Communicating Context to the Crowd for
Complex Writing Tasks
Niloufar Salehi, Jaime Teevan, Shamsi Iqbal, Ece Kamar Honorable Mention
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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
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Mechanical Novel: Crowdsourcing Complex Workthrough Reflection and Revision
Joy Kim, Sarah Sterman, Allegra Argent Beal Cohen, Michael S. Bernstein
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Mosaic: Designing Online Creative Communities for Sharing Works-in-Progress
Joy Kim, Maneesh Agrawala, Michael S. Bernstein Honorable Mention
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Founder Center: Enabling Access to Collective Social Capital
Nicolas Kokkalis, Chengdiao Fan, Thomas Breier, Michael Bernstein PROJECT
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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
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Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions
Justin Cheng, Michael Bernstein, Cristian Danescu-Niculescu-Mizil, Jure Leskovec Best Paper
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| IJCV 2017 |
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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
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| ECCV 2016 |
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Visual Relationship Detection with Language Priors
Cewu Lu*, Ranjay Krishna*, Michael Bernstein, Li Fei-Fei PROJECT oral
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| UIST 2016 |
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Meta: Enabling Programming Languages to Learn from the Crowd
Ethan Fast, Michael Bernstein
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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
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| CHI 2016 |
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Pay It Backward: Per-Task Payments on Crowdsourcing Platforms Reduce Productivity
Kazushi Ikeda, Michael Bernstein
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The Web Is Flat: The Inflation of Uncommon Experiences Online
Danaë Metaxa-Kakavouli, Gili Rusak, Jaime Teevan, Michael Bernstein Best Paper
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Atelier: Repurposing Expert Crowdsourcing Tasks as Micro-internships
Ryo Suzuki, Niloufar Salehi, Michelle S. Lam, Juan C. Marroquin, Michael S. Bernstein
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Empath: Understanding Topic Signals in Large-Scale Text
Ethan Fast, Binbin Chen, Michael Bernstein PROJECT Best Paper
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Augur: Mining Human Behaviors from Fiction to Power Interactive Systems
Ethan Fast, William McGrath, Pranav Rajpurkar, Michael Bernstein Honorable Mention
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Embracing Error to Enable Rapid Crowdsourcing
Ranjay Krishna, Kenji Hata, Stephanie Chen, Joshua Kravitz, David A. Shamma, Li Fei-Fei, Michael Bernstein PROJECT
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ActiVibe: Design and Evaluation of Vibrations for Progress Monitoring
Jessica R. Cauchard, Janette L. Cheng, Thomas Pietrzak, James A. Landay
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| ICWSM 2016 |
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Shirtless and Dangerous: Quantifying Linguistic Signals of Gender Bias in an Online Fiction Writing Community
Ethan Fast, Tina Vachovsky, Michael Bernstein
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| L@S 2016 |
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Effects of In-Video Quizzes on MOOC Lecture Viewing
Geza Kovacs
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| HRI 2016 |
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Emotion Encoding in Human-Drone Interaction
Jessica Rebecca Cauchard, Kevin Y. Zhai, Marco Spadafora, and James A. Landay
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| UIST 2015 |
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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
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| MIT Press 2015 |
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Handbook of Collective Intelligence
Thomas Malone, Michael Bernstein PROJECT
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| Ubicomp 2015 |
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Drone & Me: An Exploration Into Natural Human-Drone Interaction
Jessica R. Cauchard, Jane L. E, Kevin Y. Zhai, James A. Landay VIDEO
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| CACM 2015 |
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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
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| CVPR 2015 |
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Image Retrieval using Scene Graphs
Justin Johnson, Ranjay Krishna, Michael Stark, Li-Jia Li, David Ayman Shamma, Michael Bernstein, Li Fei-Fei PROJECT
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| CHI 2015 |
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Motif: Supporting Novice Creativity through Expert Patterns
Joy Kim, Mira Dontcheva, Wilmot Li, Michael S. Bernstein, Daniela Steinsapir PROJECT honorable mention
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Break It Down: A Comparison of Macro- and Microtasks
Justin Cheng, Jaime Teevan, Shamsi Iqbal, Michael Bernstein honorable mention
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Measuring Crowdsourcing Effort with Error-Time Curves
Justin Cheng, Jaime Teevan, Michael Bernstein honorable mention
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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
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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
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FeedLearn: Using Facebook Feeds for Microlearning
Geza Kovacs
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QuizCram: A Question-Driven Video Studying Interface
Geza Kovacs
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| CSCW 2015 |
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Talkabout: Making Distance Matter with Small Groups in Massive Classes
Chinmay Kulkarni, Julia Cambre, Yasmine Kotturi,
Michael S. Bernstein, Scott Klemmer
PROJECT
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Flock: Hybrid Crowd-Machine Learning Classifiers
Justin Cheng, Michael Bernstein honorable mention
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| L@S 2015 |
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PeerStudio: Rapid Peer Feedback Emphasizes Revision and Improves Performance
Chinmay Kulkarni,
Michael S. Bernstein, Scott Klemmer
PROJECT
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Structure and messaging techniques for online peer
learning systems that increase stickiness
Yasmine Kotturi, Chinmay Kulkarni,
Michael S. Bernstein, Scott Klemmer
PROJECT
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| Stanford 2015 |
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Structuring Peer Interactions for Effective Learning at Scale
Chinmay Kulkarni PROJECT
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| IJCV 2015 |
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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
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| HCOMP 2014 |
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Context Trees: Crowdsourcing Global Understanding from Local Views
Vasilis Verroios, Michael Bernstein
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| InfoVis 2014 |
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Learning Perceptual Kernels for Visualization Design
Çağatay Demiralp, Michael Bernstein, Jeffrey Heer PROJECT
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| UIST 2014 |
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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
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| CHI 2014 |
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Emergent, Crowd-scale Programming Practice in the IDE
Ethan Fast, Daniel Steffee, Lucy Wang, Joel Brandt, Michael Bernstein
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Twitch Crowdsourcing: Crowd Contributions in Short Bursts of Time
Rajan Vaish, Keith Wyngarden, Jingshu Chen, Brandon Cheung, Michael Bernstein PROJECT
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Scalable Multi-label Annotation
Jia Deng, Olga Russakovsky, Jonathan Krause, Michael Bernstein, Alex Berg, and Li Fei-Fei
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Smart Subtitles for Language Learning
Geza Kovacs, Robert C. Miller VIDEO
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| WWW 2014 |
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Designing and Deploying Online Field Experiments
Eytan Bakshy, Dean Eckles, Michael Bernstein TRY IT! PROJECT
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| L@S 2014 |
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Scaling Short-answer Grading by Combining Peer Assessment with Algorithmic Scoring
Chinmay Kulkarni, Richard Socher, Michael S. Bernstein, Scott R. Klemmer PROJECT
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Talkabout: Small-group Discussions in Massive Global Classes
Julia Cambre, Chinmay Kulkarni, Michael S. Bernstein, Scott R. Klemmer PROJECT
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| CSCW 2014 |
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Catalyst: Triggering Collective Action with Thresholds
Justin Cheng, Michael Bernstein PROJECT
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Ensemble: Exploring Complementary Strengths of Leaders and Crowds in Creative Collaboration
Joy Kim, Justin Cheng, Michael Bernstein PROJECT
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| TOCHI 2013 |
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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
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TaskGenies: Automatically Providing Action Plans Helps People Complete Tasks
Nicolas Kokkalis, Thomas Koehn, Johanes Huebner, Moontae Lee, Florian Schulze, Scott Klemmer TRY IT! PROJECT
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| UIST 2013 |
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Crowd-scale Interactive Formal Reasoning and Analytics
Ethan Fast, Colleen Lee, Alex Aiken, Michael Bernstein, Daphne Koller, Eric Smith
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| ICWSM 2013 |
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Towards Supporting Search over Trending Events with Social Media
Sanjay Kairam, Meredith Ringel Morris, Jaime Teevan, Dan Liebling, Susan Dumais honorable mention
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| ICML 2013 |
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Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment
Jason Chuang, Sonal Gupta, Christopher D. Manning, Jeffrey Heer
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| ITID 2013 |
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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
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| PhD 2013 |
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Managing Personal Information with Private, Accountable Crowdsourcing
Nicolas P. Kokkalis
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