March 13, 2024, 4:47 a.m. | Ming Li, Yusheng Su, Hsiu-Yuan Huang, Jiali Cheng, Xin Hu, Xinmiao Zhang, Huadong Wang, Yujia Qin, Xiaozhi Wang, Kristen A. Lindquist, Zhiyuan Liu, Da

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arXiv:2302.09582v5 Announce Type: replace-cross
Abstract: Humans no doubt use language to communicate about their emotional experiences, but does language in turn help humans understand emotions, or is language just a vehicle of communication? This study used a form of artificial intelligence (AI) known as large language models (LLMs) to assess whether language-based representations of emotion causally contribute to the AI's ability to generate inferences about the emotional meaning of novel situations. Fourteen attributes of human emotion concept representation were found …

abstract artificial artificial intelligence arxiv communication concept emotion emotions form humans inference intelligence knowledge language language models large language large language models llms representation study type

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