Aitong He

Evaluating Large Language Models for Psychological Diagnosis and Counseling: A Dual-Task Framework with Cultural Reflection

The experimental findings indicate that already existing Chinese LLM has some promising prospects in preliminary psychological diagnosis but fails to differentiate semantically similar disorders resulting in diagnostic confusion, and the research of the future should be aimed at enhancing the safety, cultural sensitivity, and clinical reliability of the system.