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Why It Hurts: Identifying the Drivers of Negative Thoughts in Emotional Support Conversations

The AppraiSal benchmark is introduced, containing 996 emotional support conversations with human-annotated mental states, including salient cognitive appraisal dimensions, and PRISM, a multi-agent probabilistic framework grounded in Bayesian Inverse Planning, designed to improve LLMs'ability to identify context-specifi...

Hainiu Xu, ZHAOYUE SUN, Hanqi Yan et al. · 0 citations

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