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Conference Open access 2026

A Comprehensive Investigation of Empathetic Dialogue Systems for Mental Health Support Using Large Language Models

A multimodal emotion-aware architecture, which pays attention to memory-enhanced personalization and emotion-specific reinforcement learning, is introduced and hybrid human-AI approaches, which focus on safety and empathetic conversation to improve current mental health systems are recommended.

Rainn Ji · 0 citations