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Westlake University
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Llama-3 fine-tuned on a new dataset of counseling interactions smokes GPT-4o and Claude-3.5-Sonnet at evaluating and explaining effective responses to client resistance.
LLMs can now predict client-perceived therapeutic alliance with significantly higher accuracy and provide interpretable rationales, bridging the gap between counselor evaluations and client experiences.