2 papers
cs.CL2026
PsychePass: Calibrating LLM Therapeutic Competence via Trajectory-Anchored Tournaments
Zhuang Chen, Dazhen Wan, Zhangkai Zheng +4
While large language models show promise in mental healthcare, evaluating their therapeutic competence remains challenging due to the unstructured and longitudinal nature of counse…
cs.CL2025
Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback
Shijing Zhu, Zhuang Chen, Guanqun Bi +10
Large language models (LLMs) have shown promise in providing scalable mental health support, while evaluating their counseling capability remains crucial to ensure both efficacy an…