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Probing Warmth-Mediated Harm in Speech-Enabled LLMs for Mental-Health Conversations

Kim, Eugenia et al.
arXiv (All) · Papers
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Audio LLM benchmarks measure understanding and dialogue quality, not whether speech-enabled models respond with relational warmth when a vulnerable user discloses a mental-health concern. We introduce a 7-turn scripted-disclosure probe grounded in WHO mental-health clinical guidelines, with each scr
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