NERUAsistema de detección y clasificación de entidades utilizando aprendizaje automático

  1. Ferrández Escámez, Óscar
  2. Kozareva, Zornitsa
  3. Montoyo Guijarro, Andrés
  4. Muñoz Guillena, Rafael
Zeitschrift:
Procesamiento del lenguaje natural

ISSN: 1135-5948

Datum der Publikation: 2005

Nummer: 35

Seiten: 37-44

Art: Artikel

Andere Publikationen in: Procesamiento del lenguaje natural

Zusammenfassung

In this paper we present a Named Entity Recognition system developed for Spanish by combining different machine learning techniques. A language independent approach for NE detection and evaluation of the influence of the training corpus size have been made. NERUA obtained 92.96% f-score for detection and 78.59% for classification