5 papers · 1 filter
Learning Evidence of Depression Symptoms via Prompt Induction
Eliseo Bao, Anxo Perez, David Otero +1
Depression places substantial pressure on mental health services, and many people describe their experiences outside clinical settings in high-volume user-generated text (e.g., onl…
Eval4Sim: An Evaluation Framework for Persona Simulation
Eliseo Bao, Anxo Perez, Xi Wang +1
Large Language Model personas, explicit profiles specifying a user's attributes, preferences, and behavioural tendencies, are increasingly used to simulate human conversations for…
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…
ReDSM5: A Reddit Dataset for DSM-5 Depression Detection
Eliseo Bao, Anxo Pérez, Javier Parapar
Depression is a pervasive mental health condition that affects hundreds of millions of individuals worldwide, yet many cases remain undiagnosed due to barriers in traditional clini…
Explainable Depression Symptom Detection in Social Media
Eliseo Bao, Anxo Pérez, Javier Parapar
Users of social platforms often perceive these sites as supportive spaces to post about their mental health issues. Those conversations contain important traces about individuals'…