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Abstract
An approach to the word sense disambiguation (WSD) relaying onthe WordNet synsets is proposed. The method uses semantically tagged glosses to perform a process similar to the spreading activation in semantic network, creating ranking of the most probable meanings for word annotation. Preliminary evaluation shows quite promising results. Comparison with the state-of-theart WSD methods indicates that the use of WordNet relations and semantically tagged glosses should enhance accuracy of word disambiguation methods.
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Details
- Category:
- Conference activity
- Type:
- materiały konferencyjne indeksowane w Web of Science
- Title of issue:
- NEURAL INFORMATION PROCESSING, ICONIP 2012, PT IV strony 180 - 187
- Language:
- English
- Publication year:
- 2012
- Bibliographic description:
- Szymański J., Duch W..: Annotating Words Using WordNet Semantic Glosses, W: NEURAL INFORMATION PROCESSING, ICONIP 2012, PT IV, 2012, ,.
- DOI:
- Digital Object Identifier (open in new tab) 10.1007/978-3-642-34478-7_23
- Verified by:
- Gdańsk University of Technology
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