Marathi Word Sense Disambiguation Using Genetic Algorithm – A Review
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