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Title: :  Word Sense Disambiguation: A review
PaperId: :  13908
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 2 2021
DUI:    16.0415/IJARIIE-13908
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Charushila Dadabhau BhadaneDepartment of Computer Engineering SITRC
Naresh ThoutamDepartment of Computer Engineering SITRC
Mansi Narendra MahajanDepartment of Computer Engineering SITRC
Vrushali Ramdas SuryawanshiDepartment of Computer Engineering SITRC

Abstract

Natural Language Processing
ambiguity, supervised learning, unsupervised learning, Semi-supervised learning
Word Sense Disambiguation (WSD) is the task of removing ambiguity in different senses of words. It is a core research field in computational linguistics dealing with the automatic assignment of senses to words occurring in a given context. Humans are inherently good at WSD and distinguish senses used in words through spoken language. Computers on the other hand have difficulties identifying correct senses of words. Various advancements have been made in the task of disambiguation using mainly four approaches: Knowledge based, Supervised, Semi-Supervised, and Unsupervised. Better understanding of the human language will help computer’s performance in various applications such as search engines, assistant software, and voice command interpretation. The objective of this work is to increase the accuracy of existing system to improve communication between computers and humans. Our hypothetical model uses supervised approach to create database using WordNet dictionary upon which we use a two-level algorithm. First level uses our improvised system, whereas second level uses Lesk algorithm together providing accurate sense detection

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IJARIIE Charushila Dadabhau Bhadane, Naresh Thoutam, Mansi Narendra Mahajan, and Vrushali Ramdas Suryawanshi. "Word Sense Disambiguation: A review" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 2 2021 Page 683-688
MLA Charushila Dadabhau Bhadane, Naresh Thoutam, Mansi Narendra Mahajan, and Vrushali Ramdas Suryawanshi. "Word Sense Disambiguation: A review." International Journal Of Advance Research And Innovative Ideas In Education 7.2(2021) : 683-688.
APA Charushila Dadabhau Bhadane, Naresh Thoutam, Mansi Narendra Mahajan, & Vrushali Ramdas Suryawanshi. (2021). Word Sense Disambiguation: A review. International Journal Of Advance Research And Innovative Ideas In Education, 7(2), 683-688.
Chicago Charushila Dadabhau Bhadane, Naresh Thoutam, Mansi Narendra Mahajan, and Vrushali Ramdas Suryawanshi. "Word Sense Disambiguation: A review." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 2 (2021) : 683-688.
Oxford Charushila Dadabhau Bhadane, Naresh Thoutam, Mansi Narendra Mahajan, and Vrushali Ramdas Suryawanshi. 'Word Sense Disambiguation: A review', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, 2021, p. 683-688. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Word_Sense_Disambiguation__A_review_ijariie13908.pdf (Accessed : 29 May 2022).
Harvard Charushila Dadabhau Bhadane, Naresh Thoutam, Mansi Narendra Mahajan, and Vrushali Ramdas Suryawanshi. (2021) 'Word Sense Disambiguation: A review', International Journal Of Advance Research And Innovative Ideas In Education, 7(2), pp. 683-688IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Word_Sense_Disambiguation__A_review_ijariie13908.pdf (Accessed : 29 May 2022)
IEEE Charushila Dadabhau Bhadane, Naresh Thoutam, Mansi Narendra Mahajan, and Vrushali Ramdas Suryawanshi, "Word Sense Disambiguation: A review," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, pp. 683-688, Mar-App 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Word_Sense_Disambiguation__A_review_ijariie13908.pdf [Accessed : 29 May 2022].
Turabian Charushila Dadabhau Bhadane, Naresh Thoutam, Mansi Narendra Mahajan, and Vrushali Ramdas Suryawanshi. "Word Sense Disambiguation: A review." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 2 (29 May 2022).
Vancouver Charushila Dadabhau Bhadane, Naresh Thoutam, Mansi Narendra Mahajan, and Vrushali Ramdas Suryawanshi. Word Sense Disambiguation: A review. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 29 May 2022]; 7(2) : 683-688. Available from: https://ijariie.com/AdminUploadPdf/Word_Sense_Disambiguation__A_review_ijariie13908.pdf
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