cs.AI updates on arXiv.org 07月30日 12:12
Empathy in Explanation
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文章探讨了情感在解释过程中的作用,提出将解释视为一种合作社会互动,并建立计算模型以模拟考虑情感影响的解释者,以医生向患者解释疾病为例,验证了人们在解释中确实会考虑情感因素。

arXiv:2507.21081v1 Announce Type: cross Abstract: Why do we give the explanations we do? Recent work has suggested that we should think of explanation as a kind of cooperative social interaction, between a why-question-asker and an explainer. Here, we apply this perspective to consider the role that emotion plays in this social interaction. We develop a computational framework for modeling explainers who consider the emotional impact an explanation might have on a listener. We test our framework by using it to model human intuitions about how a doctor might explain to a patient why they have a disease, taking into account the patient's propensity for regret. Our model predicts human intuitions well, better than emotion-agnostic ablations, suggesting that people do indeed reason about emotion when giving explanations.

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情感作用 解释模型 社会互动
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