MHDash: An Online Platform for Benchmarking Mental Health-Aware AI Assistants Paper • 2602.00353 • Published Jan 30 • 1
MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment Paper • 2512.09636 • Published Dec 10, 2025 • 26
Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Paper • 2601.13481 • Published Jan 20 • 2
ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data Paper • 2505.14038 • Published May 20, 2025 • 1
How Much Reasoning Do Retrieval-Augmented Models Add beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge Paper • 2602.10210 • Published 25 days ago • 1
When Does RL Help Medical VLMs? Disentangling Vision, SFT, and RL Gains Paper • 2603.01301 • Published 6 days ago • 8