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Item

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  1. University of Computer Studies, Yangon
  2. Conferences

Lexical Analyzer for Myanmar Language

http://hdl.handle.net/20.500.12678/0000004327
http://hdl.handle.net/20.500.12678/0000004327
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f7ea702a-da9b-4ce3-b9b1-c075757cd49f
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Publication type
Article
Upload type
Publication
Title
Title Lexical Analyzer for Myanmar Language
Language en_US
Publication date 2012-02-28
Authors
Phyue, Soe Lai
Description
The lexical analysis within the context oflanguage processing is to connect each wordwith its corresponding label in a lexicon.However, many words have more than onemeaning, ambiguity word, which may make itimpossible to choose the correct meaning of theword considering only the highlighted word in itscontext. Beside then there is also unknown word,a word does not have in the lexicon, which mayneed to handle for tagging and updating thisword in the lexicon to improve the coverage oflexicon. For this reason, this paper proposes thelexical analyzer to solve the ambiguity of knownwords and to tag the unknown words ofMyanmar language by using rule basedapproach and decision tree induction method.Moreover, to support the lexical analyzer,segmentation and pattern merging algorithm isalso proposed by using the Myanmar-Englishcomputational lexicon. The propose system iseffective for Myanmar language lexical analysisand can improve the coverage of the lexicon.
Keywords
lexical analysis, Natural Language Processing, Machine Learning, decision tree induction, computational lexicon
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/2265
Journal articles
Tenth International Conference On Computer Applications (ICCA 2012)
Conference papers
Books/reports/chapters
Thesis/dissertations
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