AINeutralarXiv – CS AI · 3h ago6/10
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ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support Conversations
ESC-Skills introduces a novel framework for emotional support conversation systems that moves beyond end-to-end generation to create interpretable, executable skills. The system discovers support interventions from successful and failed dialogues, organizes them into a skills bank with applicability conditions and risk assessments, then self-improves through multi-profile simulations and systematic failure analysis.