Bernstein, Michael S.

ImageNet Large Scale Visual Recognition Challenge

Russakovsky, O., Deng, J., Su, H., Krause, J., Satheesh, S., Ma, S., Huang, Z., Karpathy, A., Khosla, A., Bernstein, M., et al. (2015) · International Journal of Computer Vision

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 39,380

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

Krishna, R., Zhu, Y., Groth, O., Johnson, J., Hata, K., Kravitz, J., Chen, S., Kalantidis, Y., Li, L.-J., Shamma, D. A., et al. (2017) · International Journal of Computer Vision

Multimodal Machine Learning ApplicationsImage Retrieval and Classification Techniques

Cited by 5,107

On the Opportunities and Risks of Foundation Models

Bommasani, R., Hudson, D. A., Adeli, E., Altman, R., Arora, S., von Arx, S., Bernstein, M. S., Bohg, J., Bosselut, A., Brunskill, E., et al. (2021) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence Applications

Cited by 2,676

Generative Agents: Interactive Simulacra of Human Behavior

Park, J. S., O'Brien, J., Cai, C. J., Morris, M. R., Liang, P., & Bernstein, M. S. (2023) · Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology

Artificial Intelligence in GamesMulti-Agent Systems and Negotiation

Cited by 2,187

Generative Agents: Interactive Simulacra of Human Behavior

Park, J. S., O'Brien, J. C., Cai, C. J., Morris, M. R., Liang, P., & Bernstein, M. S. (2023) · arXiv

Artificial Intelligence in GamesMulti-Agent Systems and Negotiation

Cited by 2,173

Image retrieval using scene graphs

Johnson, J., Krishna, R., Stark, M., Li, L.-J., Shamma, D. A., Bernstein, M. S., & Fei-Fei, L. (2015) · 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Image Retrieval and Classification TechniquesAdvanced Image and Video Retrieval Techniques

Cited by 1,101

The future of crowd work

Kittur, A., Nickerson, J. V., Bernstein, M., Gerber, E., Shaw, A., Zimmerman, J., Lease, M., & Horton, J. (2013) · Proceedings of the 2013 conference on Computer supported cooperative work

Mobile Crowdsensing and CrowdsourcingDigital Economy and Work Transformation

Cited by 1,034

Visual7W: Grounded Question Answering in Images

Zhu, Y., Groth, O., Bernstein, M., & Fei-Fei, L. (2016) · 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsVisual Attention and Saliency Detection

Cited by 794

Soylent: a word processor with a crowd inside

Bernstein, M. S., Little, G., Miller, R. C., Hartmann, B., Ackerman, M. S., Karger, D. R., Crowell, D., & Panovich, K. (2010) · Proceedings of the 23nd annual ACM symposium on User interface software and technology

Mobile Crowdsensing and CrowdsourcingUsability and User Interface Design

Cited by 686

ImageNet Large Scale Visual Recognition Challenge

Russakovsky, O., Deng, J., Su, H., Krause, J., Satheesh, S., Ma, S., Huang, Z., Karpathy, A., Khosla, A., Bernstein, M., et al. (2014) · arXiv

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 567

Empath: Understanding Topic Signals in Large-Scale Text

Fast, E., Chen, B., & Bernstein, M. S. (2016) · Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems

Sentiment Analysis and Opinion MiningComputational and Text Analysis Methods

Cited by 413

Explanations Can Reduce Overreliance on AI Systems During Decision-Making

Vasconcelos, H., Jörke, M., Grunde-McLaughlin, M., Gerstenberg, T., Bernstein, M., & Krishna, R. (2022) · arXiv

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 403

Explanations Can Reduce Overreliance on AI Systems During Decision-Making

Vasconcelos, H., Jörke, M., Grunde-McLaughlin, M., Gerstenberg, T., Bernstein, M. S., & Krishna, R. (2023) · Proceedings of the ACM on Human-Computer Interaction

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 402

Social Simulacra: Creating Populated Prototypes for Social Computing Systems

Park, J. S., Popowski, L., Cai, C., Morris, M. R., Liang, P., & Bernstein, M. S. (2022) · Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology

Innovative Human-Technology InteractionUsability and User Interface Design

Cited by 212

PeerStudio: Rapid Peer Feedback Emphasizes Revision and Improves Performance

Kulkarni, C. E., Bernstein, M. S., & Klemmer, S. R. (2015) · Proceedings of the Second (2015) ACM Conference on Learning @ Scale

Student Assessment and FeedbackOnline Learning and Analytics

Cited by 192

Street-Level Algorithms: A Theory at the Gaps Between Policy and Decisions

Alkhatib, A., & Bernstein, M. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Ethics and Social Impacts of AIArtificial Intelligence in Law

Cited by 188

Conceptual Metaphors Impact Perceptions of Human-AI Collaboration

Khadpe, P., Krishna, R., Fei-Fei, L., Hancock, J. T., & Bernstein, M. S. (2020) · Proceedings of the ACM on Human-Computer Interaction

Social Robot Interaction and HRIAI in Service Interactions

Cited by 183

Examining Crowd Work and Gig Work Through The Historical Lens of Piecework

Alkhatib, A., Bernstein, M. S., & Levi, M. (2017) · Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems

Digital Economy and Work TransformationLegal and Labor Studies

Cited by 148

The Disagreement Deconvolution: Bringing Machine Learning Performance Metrics In Line With Reality

Gordon, M. L., Zhou, K., Patel, K., Hashimoto, T., & Bernstein, M. S. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Hate Speech and Cyberbullying DetectionMachine Learning and Data Classification

Cited by 101

Direct answers for search queries in the long tail

Bernstein, M. S., Teevan, J., Dumais, S., Liebling, D., & Horvitz, E. (2012) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Information Retrieval and Search BehaviorExpert finding and Q&A systems

Cited by 97

Twitch crowdsourcing: crowd contributions in short bursts of time

Vaish, R., Wyngarden, K., Chen, J., Cheung, B., & Bernstein, M. S. (2014) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Mobile Crowdsensing and CrowdsourcingUsability and User Interface Design

Cited by 95

On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning

Shaikh, O., Zhang, H., Held, W., Bernstein, M., & Yang, D. (2022) · arXiv

Ethics and Social Impacts of AITopic Modeling

Cited by 76

On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning

Shaikh, O., Zhang, H., Held, W., Bernstein, M., & Yang, D. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Ethics and Social Impacts of AITopic Modeling

Cited by 76

Evaluating Human-Language Model Interaction

Lee, M., Srivastava, M., Hardy, A., Thickstun, J., Durmus, E., Paranjape, A., Gerard-Ursin, I., Li, X. L., Ladhak, F., Rong, F., et al. (2022) · arXiv

Speech and dialogue systemsNatural Language Processing Techniques

Cited by 61