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Article . 2020
License: CC BY
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Article . 2020
License: CC BY
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Word Sense Disambiguation Methods and Algorithms

Authors: Rakesh kumar;

Word Sense Disambiguation Methods and Algorithms

Abstract

This paper discuss various technique of word sense disambiguation. In WSD we disambiguate the correct sense of target word present in the text. WSD is a challenging field in the natural language processing, it helps in information retrieval, information extraction, machine learning. There are two approaches for WSD machine learning approach and knowledge based approach. In Knowledge based approach a external resource is used to help in disambiguation process, but in Machine learning approach a corpus is used whether it is annotated, un-annotated or both.

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Keywords

Natural Language processing, machine learning, knowledge based learning, word sense disambiguation.

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