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A linear classifier based on entity recognition tools and a statistical approac...

Lourenço, Anália; Conover, M.; Wong, A.; Nematzadeh, A.; Pan, F.; Shatkay, Hagit; Rocha, Luís M.

Background We participated, as Team 81, in the Article Classification and the Interaction Method subtasks (ACT and IMT, respectively) of the Protein-Protein Interaction task of the BioCreative III Challenge. For the ACT, we pursued an extensive testing of available Named Entity Recognition and dictionary tools, and used the most promising ones to extend our Variable Trigonometric Threshold linear classifier. O...


Testing extensive use of NER tools in article classification and a statistical ...

Lourenço, Anália; Conover, Michael; Wong, Andrew; Pan, Fengxia; Abi-Haidar, Alaa; Nematzadeh, Azadeh; Shatkay, Hagit; Rocha, L. M.

We participated (as Team 81) in the Article Classification (ACT) and Interaction Method (IMT) subtasks of the Protein-Protein Interaction task of the Biocreative III Challenge. For the ACT we pursued an extensive testing of available Named Entity Recognition (NER) tools, and used the most promising ones to extend our the Variable Trigonometric Threshold (VTT) linear classifier we successfully used in BioCreativ...


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    Financiadores do RCAAP

Fundação para a Ciência e a Tecnologia Universidade do Minho   Governo Português Ministério da Educação e Ciência Programa Operacional da Sociedade do Conhecimento União Europeia