131 search results - page 1 / 27 » Imbalanced sentiment classification |
104
Voted
CIKM
2011
Springer
14 years 3 months ago
2011
Springer
Various semi-supervised learning methods have been proposed recently to solve the long-standing shortage problem of manually labeled data in sentiment classification. However, mos...
147
Voted
ACL
2009
15 years 1 months ago
2009
The lack of Chinese sentiment corpora limits the research progress on Chinese sentiment classification. However, there are many freely available English sentiment corpora on the W...
125
Voted
COLING
2010
14 years 10 months ago
2010
Automated identification of diverse sentiment types can be beneficial for many NLP systems such as review summarization and public media analysis. In some of these systems there i...
134
Voted
DAWAK
2008
Springer
15 years 5 months ago
2008
Springer
In this paper we discuss problems of constructing classifiers from imbalanced data. We describe a new approach to selective preprocessing of imbalanced data which combines local ov...
140
Voted
ICDIM
2009
IEEE
15 years 1 months ago
2009
IEEE
Motivated by the numerous applications of analysing opinions in multi-domain scenarios, this paper studies the potential of a still rarely considered approach to the problem of mu...