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Efficient Part-of-Speech Set for Knowledge-based Word Sense Disambiguation of Korean Nouns
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 Title & Authors
Efficient Part-of-Speech Set for Knowledge-based Word Sense Disambiguation of Korean Nouns
Kwak, Chul-Heon; Seo, Young-Hoon; Lee, Chung-Hee;
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 Abstract
This paper presents the part-of-speech set which is highly efficient at knowledge-based word sense disambiguation for Korean nouns. 174,000 sentences extracted for test set from Sejong semantic tagged corpus whose sense is based on Standard korean dictionary. We disambiguate selected nouns in test set using glosses and examples in Standard Korean dictionary. 15 part-of-speeches which give the best performance for all test set and 17 part-of-speeches which give the best performance for accuracy average of selected nouns are selected. We obtain 12% more performance by those part-of-speech sets than by full 45 part-of-speech set.
 Keywords
Word Sense Disambiguation;Natural Language Processing;Part-of-Speech Set;Knowledge-based approach;Standard Korean Dictionary;
 Language
Korean
 Cited by
 References
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