Mark Steyvers

Full Professor, Cognitive Sciences, University of California, Irvine

Joined

July 2019

Names

Mark Steyvers

Emails

****@uci.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Cognitive Sciences, University of California, Irvine (uci.edu)

2002 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Joshua B. Tenenbaum

2000 – 2002

PhD Advisor

Richard Shiffrin

1995 – 2000

Expertise

human-AI collaboration

2018 – Present

Publications

The Impact of AI Usage and Informativeness on Skill Development in Logical Reasoning
Shang Wu, Randol H. Yao, Catarina G Belém, Shuyuan Fu, Mark Steyvers, Padhraic Smyth
- Hybrid Human Artificial Intelligence (HHAI)
- Readers: Everyone
Perceptions of Linguistic Uncertainty by Language Models and Humans
Catarina G Belém, Markelle Roesti, Mark Steyvers, Sameer Singh, Padhraic Smyth
- EMNLP 2024
- Readers: Everyone
Capturing Humans’ Mental Models of AI: An Item Response Theory Approach
Markelle Roesti, Aakriti Kumar, Padhraic Smyth, Mark Steyvers
- FAccT 2023
- Readers: Everyone
Bayesian Inference for Correlated Human Experts and Classifiers
Markelle Kelly, Alex James Boyd, Sam Showalter, Mark Steyvers, Padhraic Smyth
- ICML 2025 poster
- Readers: Everyone
Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning
Xinyi Wang, Wanrong Zhu, Michael Saxon, Mark Steyvers, William Yang Wang
- ES-FoMO 2023 Poster
- Readers: Everyone
Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning
Xinyi Wang, Wanrong Zhu, Michael Saxon, Mark Steyvers, William Yang Wang
- NeurIPS 2023 poster
- Readers: Everyone
When Do Drivers Intervene In Autonomous Driving?
Aakriti Kumar, Kumar Akash, Shashank Mehrotra, Teruhisa Misu, Mark Steyvers
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- HRI (Companion) 2023
- Readers: Everyone
An Empirical Investigation of Reliance on AI-Assistance in a Noisy-Image Classification Task
Heliodoro Tejeda Lemus, Aakriti Kumar, Mark Steyvers
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- HHAI 2022
- Readers: Everyone
A Critical Review of Network-Based and Distributional Approaches to Semantic Memory Structure and Processes
Abhilasha Ashok Kumar, Mark Steyvers, David A. Balota
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Top. Cogn. Sci. 2022
- Readers: Everyone
Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration
Gavin Kerrigan, Padhraic Smyth, Mark Steyvers
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

View all 70 publications

Co-Authors

View all 110 co-authors