Natural Logic Inference for Emotion Detection

摘要：

　　Current research on emotion detection focuses on the recognizingexplicit emotion expressions in text.In this paper,we propose an approach based on textual inference to detect implicit emotion expressions,that is,to cap-ture emotion detection as an logical inference issue.The approach builds a natu-ral logic system,in which emotional detection are decomposed into a series of logical inference process.The system also employ inference knowledge from textural inference resources for reasoning complex expressions in emotional texts.Experimental results show the efficiency in detecting implicit emotionalexpressions.

关键词： Natural Logic Textual Inference Emotion Detection Implicit Emotional Expression

作者: Han Ren Yafeng Ren Xia Li Wenhe Feng Maofu Liu

作者单位: Laboratory of Language Engineering and Computing,Guangdong University of Foreign Studies,Guangzhou 5 Collaborative Innovation Center for Language Research and Services,Guangdong University of Foreign S College of Computer Science and Technology,Wuhan University of Science and Technology,Wuhan,Hubei 43

会议类型: 国内会议

会议名称: 第十六届全国计算语言学学术会议暨第五届基于自然标注大数据的自然语言处理国际学术研讨会

会议地点: 南京

会议语种:英文

页码: 1-12

在线出版日期: 2017-10-13（万方平台首次上网日期，不代表论文的发表时间）