Annotating expressions of opinions and emotions in language

被引:685
|
作者
Wiebe, J [1 ]
Wilson, T
Cardie, C
机构
[1] Univ Pittsburgh, Dept Comp Sci, Pittsburgh, PA 15260 USA
[2] Univ Pittsburgh, Intelligent Syst Program, Pittsburgh, PA 15260 USA
[3] Cornell Univ, Dept Comp Sci, Ithaca, NY 14853 USA
基金
美国国家科学基金会;
关键词
affect; attitudes; corpus annotation; emotion; natural language processing; opinions; sentiment; subjectivity;
D O I
10.1007/s10579-005-7880-9
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper describes a corpus annotation project to study issues in the manual annotation of opinions, emotions, sentiments, speculations, evaluations and other private states in language. The resulting corpus annotation scheme is described, as well as examples of its use. In addition, the manual annotation process and the results of an inter-annotator agreement study on a 10,000-sentence corpus of articles drawn from the world press are presented.
引用
收藏
页码:165 / 210
页数:46
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