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LLM-generated summaries 1mental health assessment 1multimodal fusion 1ordinal prediction 1psychometric modeling 1

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20242026
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cs.CL2025

Enhancing Depression Detection with Chain-of-Thought Prompting: From Emotion to Reasoning Using Large Language Models

Shiyu Teng, Jiaqing Liu, Rahul Kumar Jain +5

Depression is one of the leading causes of disability worldwide, posing a severe burden on individuals, healthcare systems, and society at large. Recent advancements in Large Langu…