Steyvers, Mark

Finding scientific topics

Griffiths, T. L., & Steyvers, M. (2004) · Proceedings of the National Academy of Sciences

Topic ModelingComputational and Text Analysis Methods

Cited by 6,049

Topics in semantic representation

Griffiths, T. L., Steyvers, M., & Tenenbaum, J. B. (2007) · Psychological Review

Topic ModelingNatural Language Processing Techniques

Cited by 1,122

Three Challenges for AI-Assisted Decision-Making

Steyvers, M., & Kumar, A. (2024) · Perspectives on Psychological Science

Human-Automation Interaction and SafetySocial Robot Interaction and HRI

Cited by 217

What large language models know and what people think they know

Steyvers, M., Tejeda, H., Kumar, A., Belem, C., Karny, S., Hu, X., Mayer, L. W., & Smyth, P. (2025) · Nature Machine Intelligence

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 209

Computational psychotherapy research: scaling up the evaluation of patient–provider interactions

Imel, Z. E., Steyvers, M., & Atkins, D. C. (2015) · Psychotherapy

Computational and Text Analysis MethodsPsychotherapy Techniques and Applications

Cited by 146

AI-Assisted Decision-making: a Cognitive Modeling Approach to Infer Latent Reliance Strategies

Tejeda, H., Kumar, A., Smyth, P., & Steyvers, M. (2022) · Computational Brain & Behavior

Human-Automation Interaction and SafetyDecision-Making and Behavioral Economics

Cited by 53

Metacognition and Uncertainty Communication in Humans and Large Language Models

Steyvers, M., & Peters, M. A. K. (2026) · Current Directions in Psychological Science

Memory Processes and InfluencesTopic Modeling

Cited by 18