GPT-4V Cannot Generate Radiology Report Yet
Yuyang Jiang*, Chacha Chen*, Dang Nguyen, Benjamin M. Mervak, Chenhao Tan.
Findings of ML4H 2024.
[Paper] [Slides]

The Use of Generative Search Engines for Knowledge Work and Complex Tasks.
Siddharth Suri, Scott Counts, Leijie Wang, Chacha Chen, Mengting Wan, Tara Safavi, Jennifer Neville, Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Sathish Manivannan, Nagu Rangan, Longqi Yang.
An empirical analysis of large-scale user interactions with Bing Chat, a GPT-4 backed generative search engine.
[Paper]

Machine Explanations and Human Understanding
Chacha Chen*, Shi Feng*, Amit Sharma, Chenhao Tan
FAccT 2023, TMLR 2023, and best paper at HMCaT @ ICML 2022
[Paper] [Slides] [Video]
[Machine Explanations Human Studies Literature Survey]

Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies
Vivian Lai, Chacha Chen, Q. Vera Liao, Alison Smith-Renner, Chenhao Tan
FAccT 2023
[Paper] [Slides] [Survey Website]

Learning Human-Compatible Representations for Case-Based Decision Support.
Han Liu, Yizhou Tian, Chacha Chen, Shi Feng, Yuxin Chen, Chenhao Tan.
In Proceedings of the 11th International Conference on Learning Representations (ICLR 2023)
[Paper]

UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data
Chacha Chen, Junjie Liang, Fenglong Ma, Lucas Glass, Jimeng Sun, Cao Xiao
In Proceedings of the Web Conference (WWW 2021)
[Paper] [Slides]