CKERC : Joint Large Language Models with Commonsense Knowledge for Emotion Recognition in Conversation

arXiv:2403.07260v1 Announce Type: new
Abstract: Emotion recognition in conversation (ERC) is a task which predicts the emotion of an utterance in the context of a conversation. It tightly depends on dialogue context, speaker identity information, multiparty dialogue scenario and so on. However, the state-of-the-art method (instructERC) solely identifying speaker, and ignores commonsense knowledge(i.e., reaction of the listeners and intention of the speaker, etc.) behind speakers during a conversation, which can deeply mine speaker information. To this end, we propose a …

abstract art arxiv context conversation cs.cl dialogue emotion however identity information knowledge language language models large language large language models recognition speaker state type