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130
Voted
ACL
2008
15 years 6 months ago
2008
Online reviews are often accompanied with numerical ratings provided by users for a set of service or product aspects. We propose a statistical model which is able to discover cor...
133
Voted
NAACL
2003
15 years 6 months ago
2003
Sources of training data suitable for language modeling of conversational speech are limited. In this paper, we show how training data can be supplemented with text from the web ï...
169
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LREC
2010
14 years 11 months ago
2010
There are many accurate methods for language identification of long text samples, but identification of very short strings still presents a challenge. This paper studies a languag...
159
Voted
ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...
124
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
When linear support vector machines (SVMs) are applied to multi-class text categorization in industry, the size of the linear SVM model is very large, usually greater than several...