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<div class="row">
<div class="col-md-12"><p class="lead">Publications</p></div>
</div>
<div class="papers" id="papers"><div class='row paper-row' id='2020' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/uist_policykit.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/uist_policykit_logo.gif' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/uist_policykit.pdf'>Algorithms at Work: The New Contested Terrain of Control</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/axz.jpg" alt="Amy X. Zhang"></img>Amy X. Zhang, Grant Hugh, Michael Bernstein</div><div>UIST 2020</div><div class='publication-files'><a href='https://vimeo.com/446531759'>video</a> · <a href='https://policykit.org'>project site</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://arxiv.org/pdf/2008.02311.pdf'><img class='paperimage img img-responsive' src='https://cs.stanford.edu/people/ranjaykrishna/metaphors/metaphors_square.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://arxiv.org/pdf/2008.02311.pdf'>Conceptual Metaphors Impact Perceptions of Human-AI Collaboration </a></div><div>Pranav Khadpe, <img class="groupmoji img-rounded" src="/msb/img/students/ranjay.png" alt="Ranjay Krishna"></img>Ranjay Krishna, Li Fei-Fei, Jeffrey Hancock, Michael Bernstein</div><div>CSCW 2020</div><div class='publication-files'></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2020/parallelworlds/parallelworlds_cscw2020.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2020/parallelworlds/parallelworlds_thumbnail.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2020/parallelworlds/parallelworlds_cscw2020.pdf'>Parallel Worlds: Repeated Initializations of the Same Team To Improve Team Viability</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/mark.jpg" alt="Mark Whiting"></img>Mark Whiting, Irena Gao, Michelle Xing, N'godjigui Junior Diarrassouba, Tonya Nguyen, and Michael Bernstein</div><div>CSCW 2020</div><div class='publication-files'></div></div></div>
<div class='row paper-row' id='2019' >
<div class='col-md-2 col-xs-4'><a href='https://arxiv.org/pdf/1904.01121.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2019/hype/hype.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://arxiv.org/pdf/1904.01121.pdf'>HYPE: Human eYe Perceptual Evaluation of Generative Models</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/sharon.jpg" alt="Sharon Zhou"></img>Sharon Zhou*, <img class="groupmoji img-rounded" src="/msb/img/students/mitchellgordon.jpg" alt="Mitchell Gordon"></img>Mitchell Gordon*, <img class="groupmoji img-rounded" src="/msb/img/students/ranjay.png" alt="Ranjay Krishna"></img>Ranjay Krishna, Austin Narcomey, Li Fei-Fei, Michael Bernstein</div><div>NeurIPS 2019<span class='label label-msb award'>Oral (top 0.5%)</span></div><div class='publication-files'><a href='https://hci.stanford.edu/publications/2019/hype/hype_neurips2019.key'>slides</a> · <a href='https://hype.stanford.edu/'>project site</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2019/fracture/fracture-cscw2019.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2019/fracture/fracture.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2019/fracture/fracture-cscw2019.pdf'>Did It Have To End This Way? Understanding the Consistency of Team Fracture</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/mark.jpg" alt="Mark Whiting"></img>Mark Whiting, Allie Blaising, Chloe Barreau, Laura Fiuza, Nik Marda, Melissa Valentine, and Michael Bernstein</div><div>CSCW 2019</div><div class='publication-files'></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2019/fairwork/fairwork-hcomp2019.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2019/fairwork/fairwork.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2019/fairwork/fairwork-hcomp2019.pdf'>Fair Work: Crowd Work Minimum Wage with One Line of Code</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/mark.jpg" alt="Mark Whiting"></img>Mark Whiting, Grant Hugh, and Michael Bernstein</div><div>HCOMP 2019<span class='label label-msb award'>Honorable Mention</span></div><div class='publication-files'><a href='https://hci.stanford.edu/publications/2019/fairwork/fairwork-talk.pdf'>slides</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://www.aaai.org/ojs/index.php/HCOMP/article/view/5282'><img class='paperimage img img-responsive' src='http://ranjaykrishna.com/uploads/3/4/4/6/34464733/429235010.jpg' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://www.aaai.org/ojs/index.php/HCOMP/article/view/5282'>AI-based Request Augmentation to Increase Crowdsourcing Participation</a></div><div>Junwon Park, <img class="groupmoji img-rounded" src="/msb/img/students/ranjay.png" alt="Ranjay Krishna"></img>Ranjay Krishna, Pranav Khadpe, Li Fei-Fei, Michael Bernstein</div><div>HCOMP 2019</div><div class='publication-files'></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://arxiv.org/pdf/1904.11622.pdf'><img class='paperimage img img-responsive' src='http://ranjaykrishna.com/uploads/3/4/4/6/34464733/586580120.jpg' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://arxiv.org/pdf/1904.11622.pdf'>Scene Graph Prediction with Limited Labels</a></div><div>Vincent Chen, Paroma Varma, <img class="groupmoji img-rounded" src="/msb/img/students/ranjay.png" alt="Ranjay Krishna"></img>Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei</div><div>ICCV 2019</div><div class='publication-files'><a href='https://cs.stanford.edu/people/ranjaykrishna/limitedlabels/index.html'>project site</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://arxiv.org/pdf/1903.11207.pdf'><img class='paperimage img img-responsive' src='https://cs.stanford.edu/people/ranjaykrishna/iq/pull_figure.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://arxiv.org/pdf/1903.11207.pdf'>Information Maximizing Visual Question Generation</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/ranjay.png" alt="Ranjay Krishna"></img>Ranjay Krishna, Michael Bernstein, Li Fei-Fei</div><div>CVPR 2019</div><div class='publication-files'><a href='https://cs.stanford.edu/people/ranjaykrishna/iq/index.html'>project site</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2019/streetlevelalgorithms/streetlevelalgorithms-chi2019.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2019/streetlevelalgorithms/logo.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2019/streetlevelalgorithms/streetlevelalgorithms-chi2019.pdf'>Street-Level Algorithms: A Theory At The Gaps Between Policy and Decisions</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/ali.jpg" alt="Ali Alkhatib"></img>Ali Alkhatib, Michael Bernstein</div><div>CHI 2019<span class='label label-msb award'>Best Paper</span></div><div class='publication-files'></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2019/conservation/conservation-chi2019.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2018/habitlab/icon.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2019/conservation/conservation-chi2019.pdf'>Conservation of Procrastination: Do Productivity Interventions Save Time or Just Redistribute It?</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/geza.png" alt="Geza Kovacs"></img>Geza Kovacs, Drew Mylander Gregory, Zilin Ma, Zhengxuan Wu, Golrokh Emami, Jacob Ray, Michael Bernstein</div><div>CHI 2019</div><div class='publication-files'><a href='http://habitlab.stanford.edu'>project site</a></div></div></div>
<div class='row paper-row' id='2018' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2018/hive/hive-cscw18.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2018/hive/icon.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2018/hive/hive-cscw18.pdf'>Hive: Collective Design Through Network Rotation</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/niloufar.jpg" alt="Niloufar Salehi"></img>Niloufar Salehi, Michael Bernstein</div><div>CSCW 2018</div><div class='publication-files'><a href='https://hci.stanford.edu/publications/2018/hive/hive_cscw2018.pdf'>slides</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2018/habitlab/habitlab-cscw18.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2018/habitlab/icon.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2018/habitlab/habitlab-cscw18.pdf'>Rotating Online Behavior Change Interventions Increases Effectiveness But Also Increases Attrition</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/geza.png" alt="Geza Kovacs"></img>Geza Kovacs, Zhengxuan Wu, Michael Bernstein</div><div>CSCW 2018</div><div class='publication-files'><a href='https://hci.stanford.edu/publications/2018/habitlab/habitlab-cscw2018.pdf'>slides</a> · <a href='http://habitlab.stanford.edu'>project site</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://arxiv.org/abs/1803.10362'><img class='paperimage img img-responsive' src='https://cs.stanford.edu/people/ranjaykrishna/referringrelationships/pull_figure.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://arxiv.org/abs/1803.10362'>Referring Relationships</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/ranjay.png" alt="Ranjay Krishna"></img>Ranjay Krishna, Ines Chami, Michael Bernstein, Li Fei-Fei</div><div>CVPR 2018</div><div class='publication-files'><a href='https://cs.stanford.edu/people/ranjaykrishna/referringrelationships/'>project site</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2018/ink/salehi-ink2018.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2018/ink/ink2018.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2018/ink/salehi-ink2018.pdf'>Ink: Increasing Worker Agency to Reduce Friction in Hiring Crowd Workers</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/niloufar.jpg" alt="Niloufar Salehi"></img>Niloufar Salehi, Michael Bernstein</div><div>TOCHI 2018</div><div class='publication-files'><a href='https://hci.stanford.edu/publications/2018/ink/ink_cscw2018.pdf'>slides</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2018/dreamteam/zhou_sharon_dreamteam.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2018/dreamteam/dreamteam_hci_icon.jpg' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2018/dreamteam/zhou_sharon_dreamteam.pdf'>In Search of the Dream Team: Temporally Constrained Multi-Armed Bandits for Identifying Effective Team Structures</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/sharon.jpg" alt="Sharon Zhou"></img>Sharon Zhou, Melissa Valentine, Michael S. Bernstein</div><div>CHI 2018<span class='label label-msb award'>Honorable Mention</span></div><div class='publication-files'><a href='https://hci.stanford.edu/publications/2018/dreamteam/dreamteam_chi.pdf'>slides</a></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2018/iris/iris-chi2018.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2018/iris/thumbnail.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2018/iris/iris-chi2018.pdf'>Iris: A Conversational Agent for Complex Tasks</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/ethan.jpg" alt="Ethan Fast"></img>Ethan Fast, Binbin Chen, Julia Mendelsohn, Jonathan Bassen, Michael S. Bernstein</div><div>CHI 2018</div><div class='publication-files'></div></div></div>
<div class='row paper-row' >
<div class='col-md-2 col-xs-4'><a href='https://hci.stanford.edu/publications/2018/workflows/workflows-cscw2017.pdf'><img class='paperimage img img-responsive' src='https://hci.stanford.edu/publications/2018/workflows/workflows.png' /></a></div>
<div class='col-md-10 col-xs-8'><div class='title'><a href='https://hci.stanford.edu/publications/2018/workflows/workflows-cscw2017.pdf'>No Workflow Can Ever Be Enough: How Crowdsourcing Workflows Constrain Complex Work</a></div><div><img class="groupmoji img-rounded" src="/msb/img/students/daniela.jpg" alt="Daniela Retelny"></img>Daniela Retelny, Melissa Valentine, Michael Bernstein</div><div>CSCW 2018</div><div class='publication-files'><a href='https://hci.stanford.edu/publications/2018/workflows/cscw2018-workflows-slides.pdf'>slides</a></div></div></div>
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