文本情绪原因检测研究综述

Survey of Text Emotion Cause Detection

文本情绪原因检测是情绪分析研究中一个新的研究方向,主要目的是识别文本中触发情绪产生的原因。近年来,情绪原因检测受到越来越多的重视。针对文本情绪原因检测,简单介绍该任务和相关数据集的基本情况,重点总结解决该任务的主流方法和前沿进展,比较和分析基于规则的方法、机器学习方法、神经网络方法的改进思想。

Text emotion cause detection is a new task in emotion analysis,this task’s aim is to identify the causes of triggering emotion in text.In re cent years,more and more attention has been paid to emotion cause detection.Aiming at this task,introducing text emotion cause detection task and annotated resources briefly,focusing on summarizing the mainstream methods and development in this area,comparing and ana lyzing the improvement of rule based approaches,machine learning methods and neural network models.