This paper explores the role of domain information in word sense disambiguation. The underlying hypothesis is that domain labels, such as Medicine, Architecture and Sport, provide a natural way to establish semantic relations among word senses, which can be profitably used during the disambiguation process. Results obtained at the SANSEVAL-2 initiative confirm that for a significant subset of words domain information can be used to disambiguate with a very high level of precision
The Role of Domain Information in Word Sense Disambiguation
Magnini, Bernardo;Strapparava, Carlo;Pezzulo, Giovanni;Gliozzo, Alfio Massimiliano
2002-01-01
Abstract
This paper explores the role of domain information in word sense disambiguation. The underlying hypothesis is that domain labels, such as Medicine, Architecture and Sport, provide a natural way to establish semantic relations among word senses, which can be profitably used during the disambiguation process. Results obtained at the SANSEVAL-2 initiative confirm that for a significant subset of words domain information can be used to disambiguate with a very high level of precisionFile in questo prodotto:
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