Word Sense Disambiguation by Domain Specification using Babelnet

Risha Dhargalkar, Kavita Asnani
2014 IJCAT International Journal of Computing and Technology   unpublished
Over the decades many approaches have been carried out in order to resolve the problem of Word sense disambiguation (WSD).WSD is a process of identifying correct sense of polysemy word. The current research trends in Babelnet, which is huge knowledge base which integrates Wikipedia and WordNet along with WordNet domain. In this paper, we propose an algorithm which automatically identifies the domain of each word. Senses of a word have been annotated with Babelnet which follows state-of-art
more » ... ach. Further the algorithm has been proposed for converting SemCor into gold standard corpus. The analysis has been done on this gold corpus and results shows that average precision obtained is 0.5 and recall obtained is 0.4.
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