Text classification using tree kernels and linguistic information

Standard Machine Learning approaches to text classification use the bag-of-words representation of documents to deceive the classification target function. Typical linguistic structures such as morphology, syntax and semantic are completely ignored in the learning process. This paper examines the ro...

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Bibliographic Details
Main Author: Gonçalves, Teresa (author)
Other Authors: Quaresma, Paulo (author)
Format: article
Language:eng
Published: 2009
Subjects:
Online Access:http://hdl.handle.net/10174/1434
Country:Portugal
Oai:oai:dspace.uevora.pt:10174/1434