Researchers have developed SAGE, a novel framework that enhances Large Language Models for online counseling by integrating psychological theories and conversational dynamics. SAGE constructs a graph to unify these elements, using a Next Strategy Classifier to determine optimal therapeutic interventions. A Graph-Aware Attention mechanism then conditions the LLM to generate responses with greater clinical depth, outperforming existing models in strategy prediction and response quality. AI
影响 This framework could improve the clinical reasoning and safety of AI-powered mental health support tools.
排序理由 Academic paper detailing a new framework for LLMs in online counseling.
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