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Item

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Myanmar Homonym Disambiguation System

http://hdl.handle.net/20.500.12678/0000003488
58f850ef-a20b-4dfb-a46e-47f8deb0a730
eded8289-f385-47b0-b8c0-b7e28982a5ba
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ICCA ICCA 2019 Proceedings Book-pages-340-345.pdf (560 Kb)
Publication type
Article
Upload type
Publication
Title
Title Myanmar Homonym Disambiguation System
Language en
Publication date 2019-02-27
Authors
Hlaing, Zar Zar
Thida, Aye
Description
Natural Language Processing (NLP) is one ofthe most important research areas in HumanLanguage. One of the challenges in Natural LanguageProcessing (NLP) is to resolve ambiguous homonymsor homonym errors in sentences. Myanmar HomonymDisambiguation System is the kind of Word SenseDisambiguation System in Natural LanguageProcessing. This system is needed for Myanmar WordSegmentation and Spell Checker System. If thesentence contains incorrect homonyms, this sentencecannot be segmented correctly. Moreover, incorrectusage of homonyms is a common problem in Myanmarto English translation. In this paper, MyanmarHomonym Disambiguation System has beendescribed. This system detects homonym errors orambiguous homonyms and then resolves these errorsby using Corpus-Based N-Gram Model. MyanmarText Corpus is also needed in calculation of N-GramModel for this system. After resolving homonymerrors, the system will output the sentence with correcthomonyms.
Keywords
NLP, Homonyms, Corpus-Based N-Gram Model, Myanmar Text Corpus
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/1233
Journal articles
Seventeenth International Conference on Computer Applications(ICCA 2019)
Conference papers
Books/reports/chapters
Thesis/dissertations
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