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Development and use of a gold-standard data set for subjectivity classifications

Published 1 January 1999Open access
Janyce Wiebe, Rebecca Bruce, Thomas P. O'Hara
Citations498
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TL;DR

Bias-corrected tags are formulated and successfully used to guide a revision of the coding manual and develop an automatic classifier.

Abstract

This paper presents a case study of analyzing and improving intercoder reliability in discourse tagging using statistical techniques. Bias-corrected tags are formulated and successfully used to guide a revision of the coding manual and develop an automatic classifier.

Keywords

Computer Science