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Annotating Expressions of Opinions and Emotions in Language

Computers and the HumanitiesPublished 1 May 2005
Janyce Wiebe, Theresa Wilson, Claire Cardie
Citations1,770
SNIP1.79

TL;DR

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.

Abstract

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.

Keywords

Computer Science