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Jun, 2019
CAiRE_HKUST在SemEval-2019任务3中的应用:采用分层注意力模型进行对话情感分类
CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification
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Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu...
TL;DR
本研究介绍了一种层次化方法来识别情感,以分类对话情感,实验表明,该方法取得了显著的改进,最佳模型在测试集上达到了76.77%的F1分数。
Abstract
Detecting emotion from
dialogue
is a challenge that has not yet been extensively surveyed. One could consider the emotion of each
dialogue
turn to be independent, but in this paper, we introduce a
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