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String to Tree and Tree to String Statistical Machine Translation for Myanmar Language

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dc.contributor.author Thu, Ye Kyaw
dc.contributor.author Pa, Win Pa
dc.contributor.author Finch, Andrew
dc.contributor.author Sumita, Eiichiro
dc.contributor.author Htike, Khin War War
dc.date.accessioned 2019-07-03T07:29:10Z
dc.date.available 2019-07-03T07:29:10Z
dc.date.issued 2016-02-25
dc.identifier.uri http://onlineresource.ucsy.edu.mm/handle/123456789/285
dc.description.abstract This paper contributes the first published evaluation of the quality of string-to-tree (S2T) and tree-to-string (T2S) statistical machine translation methods between Myanmar and Chinese, English, French, German in both directions. The performance of machine translation was automatically measured in terms of BLEU and RIBES scores for all experiments. In addition we performed a comparative study of the performance of phrase-based statistical machine translation (PBSMT) and T2S using human judgment. We found that the results obtained using the BLEU automatic evaluation metric were misleading and found that the T2S approach is suitable for distant languages to Myanmar machine translation. en_US
dc.language.iso en en_US
dc.publisher Fourteenth International Conference On Computer Applications (ICCA 2016) en_US
dc.title String to Tree and Tree to String Statistical Machine Translation for Myanmar Language en_US
dc.type Article en_US


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