SVMTool: a general POS tagger generator based on support vector machines

This paper presents the SVMTool , a simple, flexible, effective and efficient part-of-speech tagger based on Support Vector Machines. The SVMTool offers a fairly good balance among these properties which make it really practical for current NLP applications. It is very easy to use and easily configu...

Descripción completa

Detalles Bibliográficos
Autores: Giménez Linares, Jesús Ángel, Màrquez Villodre, Lluís|||0009-0009-0593-368X
Tipo de recurso: informe técnico
Fecha de publicación:2004
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/97924
Acceso en línea:https://hdl.handle.net/2117/97924
Access Level:acceso abierto
Palabra clave:SVMTool
Support Vector Machines
SVM
NLP
Natural language processing
POS tagger generator
Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Llenguatge natural
Descripción
Sumario:This paper presents the SVMTool , a simple, flexible, effective and efficient part-of-speech tagger based on Support Vector Machines. The SVMTool offers a fairly good balance among these properties which make it really practical for current NLP applications. It is very easy to use and easily configurable so as to perfectly fit the needs of a number of different applications.