BriefGPT.xyz
Oct, 2020
COSMIC：会话情感识别的常识知识
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations
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Deepanway Ghosal, Navonil Majumder, Alexander Gelbukh, Rada Mihalcea, Soujanya Poria
TL;DR
本文提出了一个新框架——COSMIC，通过整合常识知识中有关精神状态、事件、因果关系的元素，进而学习对话中交互者之间的互动，解决了当前情感识别方法在上下文传播、情感变化检测和相关情感类之间区分上遇到的困难，并在四个基准对话数据集上实现了新的最优结果。
Abstract
In this paper, we address the task of
utterance level emotion recognition
in conversations using
commonsense knowledge
. We propose
cosmic
,
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