Does ChatGPT Know That It Does Not Know? Evaluating the Black-Box Calibration of ChatGPT. - Youliang Yuan; Wenxuan Wang 001; Qingshuo Guo; Yiming Xiong; Chihao Shen; Pinjia He (LREC/COLING, 2024)

Towards Evaluating Proactive Risk Awareness of Multimodal Language Models. - Youliang Yuan; Wenxiang Jiao; Yuejin Xie; Chihao Shen; Menghan Tian; Wenxuan Wang 001; Jen-tse Huang 001; Pinjia He (CoRR, 2025)