CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations. - Stephanie Fong; Zimu Wang; Guilherme C. Oliveira 003; Xiangyu Zhao; Yiwen Jiang; Jiahe Liu; Beau-Luke Colton; Scott W. Woods; Martha Shenton; Barnaby Nelson; Zongyuan Ge; Dominic Dwyer (EACL (Volume 2: Short Papers), 2026)

PsychEthicsBench: Evaluating Large Language Models Against Australian Mental Health Ethics. - Yaling Shen; Stephanie Fong; Yiwen Jiang; Zimu Wang; Feilong Tang; Qingyang Xu; Xiangyu Zhao; Zhongxing Xu; Jiahe Liu; Jinpeng Hu; Dominic Dwyer; Zongyuan Ge (CoRR, 2026)

Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling. - Qingyang Xu; Yaling Shen; Stephanie Fong; Zimu Wang; Yiwen Jiang; Zhaoxiang Zhang 001; Jiahe Liu; Zhongxing Xu; Vincent Lee; Zongyuan Ge (CoRR, 2026)