Browsing by Author "Utiyama, Masao"

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English-to-Myanmar Statistical Machine Translation Using a Language Model on Part-of-Speech in Decoding

Aye, Hnin Thu Zar; Ding, Chenchen; Pa, Win Pa; Nwet, Khin Thandar; Utiyama, Masao; Sumita, Eiichiro (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)

In this study, we investigate English-to-Myanmar statistical machine translation (SMT) by using part-of-speech (POS) as linguistic inform-ation which is valuable for statistical machine translation systems to extract ...
Parsing Myanmar (Burmese) by Using Japanese as a Pivot

Thu, Ye Kyaw; Ding, Chenchen; Utiyama, Masao; Sumita, Eiichiro (Fourteenth International Conference On Computer Applications (ICCA 2016), 2016-02-25)

As Myanmar (Burmese) and Japanese share similar syntactic structures, we explore an approach for parsing Myanmar by using Japanese as a pivot. Specifically, we first apply a statistical machines translation (SMT) system ...
Towards Burmese (Myanmar) Morphological Analysis: Syllable-based Tokenization and Part-of-speech Tagging

Ding, Chen Chen; Aye, Hnin Thu Zar; Pa, Win Pa; Nwet, Khin Thandar; Soe, Khin Mar; Utiyama, Masao; Sumita, Eiichiro (ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) Journal, 2019-06)

This article presents a comprehensive study on two primary tasks in Burmese (Myanmar) morphological analysis: tokenization and part-of-speech (POS) tagging. Twenty thousand Burmese sentences of newswire are annotated ...

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