423 search results - page 25 / 85 » Text Classification by Labeling Words |
122
Voted
DOCENG
2003
ACM
15 years 7 months ago
2003
ACM
In this paper, we describe a comparative study on techniques of feature transformation and classification to improve the accuracy of automatic text classification. The normalizati...
137
Voted
IJCAI
2003
15 years 4 months ago
2003
We present a description of three different algorithms that use background knowledge to improve text classifiers. One uses the background knowledge as an index into the set of tra...
142
Voted
WWW
2006
ACM
16 years 3 months ago
2006
ACM
Large-scale text categorization is an important research topic for Web data mining. One of the challenges in large-scale text categorization is how to reduce the amount of human e...
129
Voted
CIKM
2000
Springer
15 years 7 months ago
2000
Springer
Naïve Bayes (NB) classifier has long been considered a core methodology in text classification mainly due to its simplicity and computational efficiency. There is an increasing n...
100
Voted
CIKM
2009
Springer
15 years 9 months ago
2009
Springer
We describe a novel simple and highly scalable semi-supervised method called Word-Class Distribution Learning (WCDL), and apply it the task of information extraction (IE) by utili...