Publications

LLM calibration, trustworthiness, and uncertainty estimation

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First Author
"Retrieval-Augmented Linguistic Calibration"
Yi-Fan Yeh, Linwei Tao, Minjing Dong, Tao Huang, Jialin Yu, Philip Torr, Chang Xu
arXiv preprint · 2026  ·  arxiv.org/abs/2605.19344
Second Author
"Revisiting Uncertainty Estimation and Calibration of Large Language Models"
Linwei Tao, Yi-Fan Yeh, Minjing Dong, Tao Huang, Philip Torr, Chang Xu
arXiv preprint · 2025  ·  arxiv.org/abs/2505.23854
Second Author
"Can Large Language Models Express Uncertainty Like Humans?"
Linwei Tao, Yi-Fan Yeh, Bo Kai, Minjing Dong, Tao Huang, Tom A Lamb, Jialin Yu, Philip HS Torr, Chang Xu
arXiv preprint · 2025  ·  arxiv.org/abs/2509.24202