View source for A Study on Linking Wikipedia Categories to Wordnet Synsets Using Text Similarity

'''A Study on Linking Wikipedia Categories to Wordnet Synsets Using Text Similarity''' - scientific work related to [[Wikipedia quality]] published in 2009, written by [[Antonio Toral]], [[Óscar Ferrández]], [[Eneko Agirre]] and [[Rafael Muñoz]].

== Overview ==
This paper studies the application of text similarity methods to disambiguate ambiguous links between [[WordNet]] nouns and [[Wikipedia categories]]. The methods range from word overlap between glosses, random projections, WordNetbased similarity, and a full-fledged textual entailment system. Both unsupervised and supervised combinations have been tried. The goldstandard with disambiguated links is publicly available. The results range from 64.7% for the first sense heuristic, 68% for an unsupervised combination, and up to 77.74% for a supervised combination.