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Highlighting relevant concepts from Topic Signatures

Author
Cuadros, M.; Padro, L.; Rigau, G.
Type of activity
Presentation of work at congresses
Name of edition
8th International Conference on Language Resources and Evaluation
Date of publication
2012
Presentation's date
2012-05-24
Book of congress proceedings
Proceedings of the 8th International Conference on Language Resources and Evaluation
Repository
http://hdl.handle.net/2117/15988 Open in new window
Abstract
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...
Citation
Cuadros, M.; Padró, L.; Rigau, G. Highlighting relevant concepts from Topic Signatures. A: International Conference on Language Resources and Evaluation. "LREC2012". Istanbul: 2012.
Group of research
GPLN - Natural Language Processing Group
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications

Participants

  • Cuadros Oller, Montserrat  (author and speaker )
  • Padró Cirera, Lluís  (author and speaker )
  • Rigau Claramunt, German  (author and speaker )

Attachments