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Browsing Faculty of Computer Science by Author "Aye, Hnin Thu Zar"

Browsing Faculty of Computer Science by Author "Aye, Hnin Thu Zar"

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  • Dependency Head Annotation for Myanmar Dependency Treebank 
    Aye, Hnin Thu Zar; Pa, Win Pa (Special Issue on Multidisciplinary Sciences and Engineering in Advances in Science, Technology and Engineering Systems Journal, 2020-11)
    Complete manual annotation of dependency treebank needs resources like annotators and annotation tools and takes long time and has high possibility of inconsistent annotations for free word order languages such as Myanmar. ...
  • 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 ...
  • 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 ...
  • Unsupervised Dependency Corpus Annotation for Myanmar Language 
    Aye, Hnin Thu Zar; Pa, Win Pa; Thu, Ye Kyaw (21st International Conference of Oriental COCOSDA (2018), 2018)
    Dependency parsing can provide the connection of linguistic unit (words) by a directed links. This paper presents annotating a general domain corpus by using unsupervised approach by applying Universal part-of-speech ...
  • Unsupervised Dependency Parsing for Myanmar Language using Part-of-Speech Information 
    Aye, Hnin Thu Zar; Pa, Win Pa; Thu, Ye Kyaw (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    In this paper, we present the preliminary experiments of unsupervised dependency parsing on raw segmented and part-of-speech (POS) tagged corpus of Myanmar language. This experiment is aimed to support building treebank ...

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