Author

Kaiwen Wei

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Review Jul 2026

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters

MentalHospital, a virtual evaluation environment for LLM-based psychiatric clinical encounters, and MentalEval, five domain-specific evaluators covering communication empathy, interviewing professionalism, clinical-note quality, diagnostic rigor, and treatment appropriateness, trained with rubric-grounded SFT and expert-guided DPO are introduced.

Yu-Ming Yang, Xiao Sun, Yuanwei Zou et al. · arXiv.org · 0 citations

#natural language process... Preprint Mar 2026

CoMMET: A Psychologically Grounded Benchmark for Evaluating Theory of Mind in Multimodal LLMs

A new multimodal benchmark dataset, CoMMET, a comprehensive mental states and moral evaluation task inspired by the Theory of Mind Booklet Task is proposed, which is the first psychology-grounded benchmark to evaluate MLLMs across multiple mental states in a multimodal, open-ended, and multi-turn setting.

Rui-Rui Chen, Wei-Feng Jiang, Cheng-Wei Qin et al. · 0 citations