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Reordering System Implementation for Myanmar-English-Myanmar Machine Translation

http://hdl.handle.net/20.500.12678/0000004945
617bb368-8d8b-41f8-8380-f83461c4f156
da249ec0-746a-43f5-aaaa-9b26f35c704c
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11090.pdf 11090.pdf (250 Kb)
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Title
Title Reordering System Implementation for Myanmar-English-Myanmar Machine Translation
Language en
Publication date 2013-12-26
Authors
Wai, Thin Thin
Thein, Ni Lar
Description
Reordering is one of the most challenging and important problems in Statistical Machine Translation. Without reordering capabilities, sentences can be translated correctly only in the case when both languages implied in translation have a similar word order. When translating is between language pairs with high disparity in word order, word reordering is extremely desirable for translation accuracy improvement. Our Language, Myanmar is a verb final language and reordering is needed when our language is translated from other languages with different word orders. In this paper, hierarchical rule-based reordering approach is used. This work is intended to be incorporated into Myanmar-English-Myanmar machine translation. Proposed reordering system also serves as a pre-translation reordering system and gain the accuracy (94.23%) in Myanmar-English reordering and (90.99%) in English-Myanmar reordering.
Keywords
Reordering, Statistical Machine Translation, rule-based reordering
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/845
Journal articles
Eleventh International Conference On Computer Applications (ICCA 2013)
Conference papers
Books/reports/chapters
Thesis/dissertations
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