205 search results - page 4 / 41 » Improving hierarchical text classification using unlabeled d... |
132
Voted
COLING
2010
14 years 10 months ago
2010
We demonstrate the use of context features, namely, names of places, and unlabelled data for the detection of personal name language of origin. While some early work used either r...
174
Voted
ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
Hierarchical taxonomies are used to organize and retrieve information in many domains, especially those dealing with large and rapidly growing amounts of information. In many of t...
148
Voted
ICDM
2003
IEEE
15 years 9 months ago
2003
IEEE
Predictive data mining typically relies on labeled data without exploiting a much larger amount of available unlabeled data. The goal of this paper is to show that using unlabeled...
124
Voted
CASCON
2001
15 years 5 months ago
2001
The main problems in text classification are lack of labeled data, as well as the cost of labeling the unlabeled data. We address these problems by exploring co-training - an algo...
153
Voted
NIPS
2008
15 years 5 months ago
2008
In this paper, we address the question of what kind of knowledge is generally transferable from unlabeled text. We suggest and analyze the semantic correlation of words as a gener...