Title :
Lexical-Semantic Representation of the Lexicon for Word Sense Disambiguation and Text Understanding
Author :
Alam, Yukiko Sasaki
Author_Institution :
Dept. of Digital Media, Hosei Univ., Tokyo, Japan
Abstract :
This paper presents a new model of lexical-semantic representation of the lexicon which is intended for use in word sense disambiguation and semantic representation of text. It is usage-based, and part of it can be created automatically from an electronic dictionary. Although there remains more work to be done, the current model is provided with both syntactic and semantic contexts in which words occur, and thus effective in word sense disambiguation and the semantic representation of text. Drawing on XML technology, and designed in a simple data structure, it would be easy to implement and extend the lexicon computationally.
Keywords :
XML; text analysis; XML technology; lexical-semantic representation; lexicon; syntactic context; text understanding; word sense disambiguation; Birds; Context modeling; Data structures; Dictionaries; Face; Natural language processing; Speech; XML; lexicon; text understanding; word sense disambiguation (WSD);
Conference_Titel :
Semantic Computing, 2009. ICSC '09. IEEE International Conference on
Conference_Location :
Berkeley, CA
Print_ISBN :
978-1-4244-4962-0
Electronic_ISBN :
978-0-7695-3800-6
DOI :
10.1109/ICSC.2009.95