Enhancing a Portuguese Text Classifier Using Part-of-Speech Tags

Abstract

Support Vector Machines have been applied to text classification with great success. In this paper, we apply and evaluate the impact of using part-of-speech tags (nouns, proper nouns, adjectives and verbs) as a feature selection procedure in a European Portuguese written dataset --- the Portuguese Attorney General's Office documents.