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Word Sense Disambiguation using Meaning Groups  

Kim, Eun-Jin (숭실대학교 컴퓨터학부)
Lee, Soo-Won (숭실대학교 컴퓨터학부)
Publication Information
Journal of KIISE:Computing Practices and Letters / v.16, no.6, 2010 , pp. 747-751 More about this Journal
Abstract
This paper proposes the method that increases the accuracy for tagging word meaning by creating sense tagged data automatically using machine readable dictionaries. The concept of meaning group is applied here, where the meaning group for each meaning of a target word consists of neighbor words of the target word. To enhance the tagging accuracy, the notion of concentration is used for the weight of each word in a meaning group. The tagging result in SENSEVAL-2 data shows that accuracy of the proposed method is better than that of existing ones.
Keywords
Word Sense Disambiguation; Automatic Sense Tagging; Meaning Group;
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