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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Detalhes bibliográficos
Autor principal: Gonçalves, Teresa (author)
Outros Autores: Quaresma, Paulo (author)
Formato: article
Idioma:eng
Publicado em: 2009
Assuntos:
Texto completo:http://hdl.handle.net/10174/1434
País:Portugal
Oai:oai:dspace.uevora.pt:10174/1434