Creating Subjective and Objective Sentence Classifiers from Unannotated Texts (2005)
by
Janyce Wiebe
,
Ellen Riloff
| Venue: | INTELLIGENT TEXT PROCESSING (CICLING-05) |
| Citations: | 63 - 5 self |
BibTeX
@MISC{Wiebe05creatingsubjective,
author = {Janyce Wiebe and Ellen Riloff},
title = {Creating Subjective and Objective Sentence Classifiers from Unannotated Texts},
year = {2005}
}
Years of Citing Articles
Bookmark
 |
 |
 |
 |
 |
 |
OpenURL
Abstract
This paper presents the results of developing subjectivity classifiers using only unannotated texts for training. The performance rivals that of previous supervised learning approaches. In addition, we advance the state of the art in objective sentence classification by learning extraction patterns associated with objectivity and creating objective classifiers that achieve substantially higher recall than previous work with comparable precision.
