MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment Paper • 2512.09636 • Published Dec 10, 2025 • 26
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders Paper • 2410.06845 • Published Oct 9, 2024 • 5
Menta: A Small Language Model for On-Device Mental Health Prediction Paper • 2512.02716 • Published Dec 2, 2025
M-HELP: Using Social Media Data to Detect Mental Health Help-Seeking Signals Paper • 2508.15440 • Published Aug 21, 2025
Mental Health Equity in LLMs: Leveraging Multi-Hop Question Answering to Detect Amplified and Silenced Perspectives Paper • 2506.18116 • Published Jun 22, 2025
RedditESS: A Mental Health Social Support Interaction Dataset -- Understanding Effective Social Support to Refine AI-Driven Support Tools Paper • 2503.21888 • Published Mar 27, 2025