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Highlighting relevant concepts from Topic Signatures

Autor
Cuadros, M.; Padro, L.; Rigau, G.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
8th International Conference on Language Resources and Evaluation
Any de l'edició
2012
Data de presentació
2012-05-24
Llibre d'actes
Proceedings of the 8th International Conference on Language Resources and Evaluation
Repositori
http://hdl.handle.net/2117/15988 Obrir en finestra nova
Resum
This paper presents deepKnowNet, a new fully automatic method for building highly dense and accurate knowledge bases from existing semantic resources. Basically, the method applies a knowledge-based Word Sense Disambiguation algorithm to assign the most appropriate WordNet sense to large sets of topically related words acquired from the web, named TSWEB. This Word Sense Disambiguation algorithm is the personalized PageRank algorithm implemented in UKB. This new method improves by automatic means...
Citació
Cuadros, M.; Padró, L.; Rigau, G. Highlighting relevant concepts from Topic Signatures. A: International Conference on Language Resources and Evaluation. "LREC2012". Istanbul: 2012.
Grup de recerca
GPLN - Grup de Processament del Llenguatge Natural
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre de Tecnologies i Aplicacions del Llenguatge i la Parla

Participants

  • Cuadros Oller, Montserrat  (autor ponent)
  • Padró Cirera, Lluís  (autor ponent)
  • Rigau Claramunt, German  (autor ponent)

Arxius