From General to Specific: Utilizing General Hallucination to Benchmark Specific Role-Playing Agents. - Chuyi Kong; Ziyang Luo; Hongzhan Lin 001; Zhiyuan Fan; Yaxin Fan; Yuxi Sun 011; Jing Ma 004 (CoRR, 2024)

SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs. - Chuyi Kong; Ziyang Luo; Hongzhan Lin 001; Zhiyuan Fan; Yaxin Fan; Yuxi Sun 011; Jing Ma 004 (ACL (Findings), 2025)

CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention. - Yuxi Sun 011; Aoqi Zuo; Wei Gao 001; Jing Ma 004 (ACL (Findings), 2025)