@inproceedings{khoi-hoang-etal-2026-psi, title = "{PSI}-Bench: Interpretable and Clinically Meaningful Evaluation of Depression Patient Simulators", author = {Khoi Hoang, Nguyen and Mehri, Shuhaib and Hsu, Tse-An and Sun, Yi-Jyun and Truong, Quynh Xuan Nguyen and Doan, Khoa D and Hakkani-T{\"u}r, Dilek}, editor = "Wang, Zimu and Jiang, Yiwen and Shen, Yaling and Zhao, Xiangyu and Fong, Stephanie and Sun, Xin and Zhou, Yi and Ji, Shaoxiong and Desimone, Robert and Nelson, Barnaby and Dwyer, Dominic and Ge, Zongyuan", booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)", month = nov, year = "2026", address = "Hengqin, Zhuhai, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.multipsyche-1.10/", pages = "118--144", ISBN = "979-8-89176-448-4" }