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Oct, 2020
利用无监督数据进行对话情感识别
Exploiting Unsupervised Data for Emotion Recognition in Conversations
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Wenxiang Jiao, Michael R. Lyu, Irwin King
TL;DR
该论文提出了一种使用无监督对话数据进行预训练的方法，通过Conversation Completion任务来预训练一个基于上下文的编码器（Pre-CODE），从而能够在ERC数据集上实现显着的性能提升。
Abstract
emotion recognition in conversations
(ERC) aims to predict the emotional state of speakers in conversations, which is essentially a
text classification
task. Unlike the sentence-level
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