Squeezing lemon with GATE - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2011

Squeezing lemon with GATE

Brian Davis
  • Fonction : Auteur
Paul Buitelaar
  • Fonction : Auteur
Tobias Wunner
  • Fonction : Auteur
Siegfried Handschuh
  • Fonction : Auteur

Résumé

An increasing number of enterprises are beginning to include ontologies into Text Analytics (TA) applications. This can be challenging for a TA group wishing to avail of such technologies due to the manual effort needed to map language resources within a TA system for a new domain. Ontology lexicalization offers a solution to this problem by seeking to automatically generate lexical resources in order to shrink the manual effort of this conceptto-text mapping process. However, conventional approaches are limited in that they often can only generate term mentions of proper noun, personal noun or fixed key phrases from concept labels in ontologies. Such approaches do not generalize to cope with more complex concept mentions such as nominal compounds or multi-word expressions. An alternative consideration is lemon-Lexicon Model for Ontologies which offers a more sophisticated solution to this problem. We describe a simple use case for exploiting lemon within a widely used open-source TA framework and demonstrate how lemon generated lexical resources are at least comparable in agreement to OntoRootGazeteer, a conventional ontology lexicalization approach.
Fichier principal
Vignette du fichier
Brian.pdf (179.24 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-03030915 , version 1 (30-11-2020)

Identifiants

  • HAL Id : hal-03030915 , version 1

Citer

Brian Davis, Fadi Badra, Paul Buitelaar, Tobias Wunner, Siegfried Handschuh. Squeezing lemon with GATE. 2nd International Workshop on the Multilingual Semantic Web (MSW 2011), Workshop at ISWC 2011, Oct 2011, Bonn, Germany. ⟨hal-03030915⟩
47 Consultations
17 Téléchargements

Partager

Gmail Facebook X LinkedIn More