Paper Title :Marathi Word Sense Disambiguation Using Genetic Algorithm – A Review

Author :Kalyani Mamulkar, Lokesh Nandanwar

Article Citation :Kalyani Mamulkar ,Lokesh Nandanwar , (2015 ) " Marathi Word Sense Disambiguation Using Genetic Algorithm – A Review " , International Journal of Advance Computational Engineering and Networking (IJACEN) , pp. 16-18, Volume-3, Issue-5

Abstract : The Word Sense Disambiguation (i.e. WSD) is a specific task that removes the lexical ambiguity from the set of ambiguous words. There are many techniques available in Natural Language Processing for performing the disambiguation. In our work, we are proposing the Genetic Algorithm approach through which we resolve the ambiguity from the words based on their senses and their context domain. The computational identification of meaning for words in a particular context is termed as WSD. We are working in WSD for Marathi language. As very less work is done on this approach till now. In our survey, it is found that genetic algorithm give more precise result than other techniques. Keywords: Word Sense Disambiguation, Genetic Algorithm, Ambiguity, Wordnet

Type : Research paper

Published : Volume-3, Issue-5

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