WordNet::SenseRelate::AllWords: a broad coverage word sense tagger that maximizes semantic relatedness

Authors:
Ted Pedersen;Varada Kolhatkar
Affiliations:
University of Minnesota, Duluth, MN;University of Minnesota, Duluth, MN
Venue:
NAACL-Demonstrations '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Demonstration Session
Year:
2009

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Abstract

WordNet::SenseRelate::AllWords is a freely available open source Perl package that assigns a sense to every content word (known to WordNet) in a text. It finds the sense of each word that is most related to the senses of surrounding words, based on measures found in WordNet::Similarity. This method is shown to be competitive with results from recent evaluations including Senseval-2 and Senseval-3.