The MADP framework uses Explorer, Empathizer, and Interpreter agents to plan LLM mental health responses, reporting roughly 4-5% improvements that may be fragile due to weak evaluation.
SoulChat : Improving llms' empathy, listening, and comfort abilities through fine-tuning with multi-turn empathy conversations
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MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer
The MADP framework uses Explorer, Empathizer, and Interpreter agents to plan LLM mental health responses, reporting roughly 4-5% improvements that may be fragile due to weak evaluation.