Using machine learning algorithms to identify named entities in legal documents: a preliminary approach

This paper deals with accuracy and performance of var- ious machine learning algorithms in the recognition and extraction of different types of named entities such as date, organization, reg- ulation laws and person. The experiment is based on 20 judicial decision documents from European Lex site. T...

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Detalhes bibliográficos
Autor principal: Poudyal, Prakash (author)
Outros Autores: Borrego, Luís (author), Quaresma, Paulo (author)
Formato: article
Idioma:eng
Publicado em: 2012
Assuntos:
Texto completo:http://hdl.handle.net/10174/4899
País:Portugal
Oai:oai:dspace.uevora.pt:10174/4899