Word Sense Disambiguation Using Adaboost and j48 Combination
Publish place: International Conference on Engineering, Art and Environment
Publish Year: 1393
Type: Conference paper
Language: English
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Document National Code:
CEAE01_037
Index date: 5 August 2015
Word Sense Disambiguation Using Adaboost and j48 Combination abstract
Nowadays, increasing in use of digital contents causes to increase in usage of machine translation systems. Unfortunately there is a big problem in front of these systems which called word sense disambiguation. This problem comes from the words with different meanings in the source language. In this paper a novel algorithm has been proposed to overcome this problem which works based on both Adaboost and j48 algorithms. To evaluate this method, we have used a standard benchmark. The result of this evaluation confirms that this method could be useful in word sense disambiguation.
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Word Sense Disambiguation Using Adaboost and j48 Combination authors
Razieh Omidzadeh
Department of Education, Lorestan, Khorramabad, Iran
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