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LiveClassifier: creating hierarchical text classifiers through web corpora

, , and . WWW '04: Proceedings of the 13th international conference on World Wide Web, ACM Press, (2004)

Abstract

Many Web information services utilize techniques of information extraction (IE) to collect important facts from the Web. To create more advanced services, one possible method is to discover thematic information from the collected facts through text classification. However, most conventional text classification techniques rely on manual-labelled corpora and are thus ill-suited to cooperate with Web information services with open domains. In this work, we present a system named LiveClassifier...

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