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Sentence and Word Alignment System for Myanmar-English Machine Translation

http://hdl.handle.net/20.500.12678/0000004340
e1d02855-850f-47d7-b15c-fa5b92c46ab1
6ccd43b3-839b-4051-a413-72e89ece49d2
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10069.pdf 10069.pdf (677 Kb)
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Publication
Title
Title Sentence and Word Alignment System for Myanmar-English Machine Translation
Language en_US
Publication date 2012-02-28
Authors
Nwet, Khin Thandar
Soe, Khin Mar
Thein, Ni Lar
Description
This paper describes an alignment systemthat aligns Myanmar-English texts at thesentence and word level in parallel text.Sentence and word level alignment is theidentification of the corresponding sentence andword in the parallel text. The paper is also toconstruct word-aligned parallel corpus to beable in Myanmar-English machine translation. Itis also resource for machine translation. Thispaper describes a simple sentence lengthapproach to sentence alignment and acombination of corpus based approach anddictionary lookup approach to perform wordalignment. Corpus based approach is based onthe first three IBM models and dictionary lookupapproach uses Myanmar-English dictionary. Thesystem also uses a list of cognates andmorphological analysis to get better alignmentaccuracy.
Keywords
Word alignment, statistical machine translation, IBM model, Myanmar-English Dictionary
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/2277
Journal articles
Tenth International Conference On Computer Applications (ICCA 2012)
Conference papers
Books/reports/chapters
Thesis/dissertations
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