The Various Approaches for Word Sense Disambiguation: A Survey

  • Unique Paper ID: 144275
  • Volume: 3
  • Issue: 10
  • PageNo: 28-32
  • Abstract:
  • Word sense disambiguation is an important problem of natural language processing and ontology in the field of computational linguistics. It is defined as identifying the exact sense of a word which is used in the sentence. It is used in various applications of natural language processing like machine translation, information extraction and text mining, information retrieval etc. This survey paper describes the various approaches adopted for word sense disambiguation such as dictionary and knowledge based approaches, supervised approaches, semi-supervised approaches and unsupervised approaches.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{144275,
        author = {Gunavathi K and  S. Rajini},
        title = {The Various Approaches for Word Sense Disambiguation: A Survey},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {3},
        number = {10},
        pages = {28-32},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=144275},
        abstract = {Word sense disambiguation is an important problem of natural language processing and ontology in the field of computational linguistics. It is defined as identifying the exact sense of a word which is used in the sentence. It is used in various applications of natural language processing like machine translation, information extraction and text mining, information retrieval etc. This survey paper describes the various approaches adopted for word sense disambiguation such as dictionary and knowledge based approaches, supervised approaches, semi-supervised approaches and unsupervised approaches. },
        keywords = {Word sense disambiguation, dictionary and knowledge based approaches, supervised approaches, semi-supervised approaches, unsupervised approaches},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 3
  • Issue: 10
  • PageNo: 28-32

The Various Approaches for Word Sense Disambiguation: A Survey

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