Research on text categorization based on a weakly-supervised transfer learning method
CICLing (2), pp. 144-156, 2012.
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automatic categorization tasktext categorization methoddomain-adaptive transfer knowledge baseclassification taskcross-domain classification taskMore(5+)
This paper presents a weakly-supervised transfer learning based text categorization method, which does not need to tag new training documents when facing classification tasks in new area. Instead, we can take use of the already tagged documents in other domains to accomplish the automatic categorization task. By extracting linguistic info...More
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