483 search results - page 15 / 97 » Sampling the Web as Training Data for Text Classification |
111
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ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
The proliferation of text documents on the web as well as within institutions necessitates their convenient organization to enable efficient retrieval of information. Although tex...
117
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EACL
2006
ACL Anthology
15 years 4 months ago
2006
ACL Anthology
Web text has been successfully used as training data for many NLP applications. While most previous work accesses web text through search engine hit counts, we created a Web Corpu...
135
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EMNLP
2009
15 years 24 days ago
2009
This paper presents a new approach to selecting the initial seed set using stratified sampling strategy in bootstrapping-based semi-supervised learning for semantic relation class...
116
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KDD
2004
ACM
16 years 3 months ago
2004
ACM
Abstract. Current text classification systems typically use term stems for representing document content. Semantic Web technologies allow the usage of features on a higher semantic...
142
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ML
2000
ACM
15 years 2 months ago
2000
ACM
This paper shows that the accuracy of learned text classifiers can be improved by augmenting a small number of labeled training documents with a large pool of unlabeled documents. ...