TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening

Xi Wang, Anxo Perez, Javier Parapar +1

The increasing demand for mental health services has outpaced the availability of real training data to develop clinical professionals, leading to limited support for the diagnosis…