戴 敏,朱 珠,李寿山,周国栋. 面向中文文本的情感信息抽取语料库构建[J]. 中文信息学报, 2015, 29(4): 67-73.
DAI Min, ZHU Zhu, LI Shoushan, ZHOU Guodong. Corpus Construction on Opinion Information Extraction in Chinese. , 2015, 29(4): 67-73.
面向中文文本的情感信息抽取语料库构建
戴 敏,朱 珠,李寿山,周国栋
苏州大学 计算机科学与技术学院自然语言处理实验室, 江苏 苏州 215006
Corpus Construction on Opinion Information Extraction in Chinese
DAI Min, ZHU Zhu, LI Shoushan, ZHOU Guodong
NLP Lab, School of Computer Science and Technology, Soochow University, Suzhou， Jiangsu 215006, China
Abstract：Opinion information extraction (OIE) is an important sub-task in the research on sentiment analysis. Currently, one pressing issue in Chinese OIE is that the Chinese corpus is not readily avalable. This paper focuses on the annotation framework for Chinese OIE, and constrcuts a Chinese corpus containing rich information. Specifically, in additions to the popular elements including sentiment orientation, opinion target and opinion keyword, our corpus contains the information of opinion target ellipsis, the expressing opinion without sentimental words and the sentimental polarity shifting. The statistics show the popularity and necessity of these special points (e.g., opinion target ellipsis) in Chinese texts.
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