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Fine-tuning LLMs for Passive Depression Severity Estimation from AI Mental Health Dialogue

arXiv cs.CL · 2026-06-17 Cached

This paper presents a method for fine-tuning LLMs to predict PHQ-9 depression severity scores directly from transcripts of conversations with an AI mental health application, achieving strong correlation with clinical thresholds using a augmented dataset of 6,283 users.

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