PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling

Sohhyung Park, Hyunji Kang, Sungzoon Cho +1

Recent advances in large language models have enabled mental health dialogue systems, yet existing approaches remain predominantly reactive, lacking systematic user state modeling…