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Browsing Sixteenth International Conference On Computer Applications (ICCA 2018) by Author "Soe, Khin Mar"

Browsing Sixteenth International Conference On Computer Applications (ICCA 2018) by Author "Soe, Khin Mar"

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  • Joint Word Segmentation and Part-of-Speech (POS) Tagging for Myanmar Language 
    Cing, Dim Lam; Soe, Khin Mar (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    Word segmentation and Part-of-Speech (POS) tagging are fundamental tasks in natural language processing (NLP). The POS information is also necessary in NLP based applications such as machine translation (MT), information ...
  • Joint Word Segmentation and Stemming for Myanmar Language Based on Conditional Random Fields 
    Oo, Yadanar; Soe, Khin Mar (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    In this paper, we describe a joint work on word segmentation and stemming of Myanmar sentences with syllabled-based tagging under Conditional Random Fields(CRF) framework. A manuallysegmented corpus was developed to ...
  • Statistical Machine Translation between Myanmar (Burmese) and Rakhine (Arakanese) 
    Oo, Thazin Myint; Thu, Ye Kyaw; Soe, Khin Mar (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    This paper contributes the first evaluation of the quality of machine translation between Myanmar (Burmese) and Rakhine (Arakanese). We also developed a Myanmar-Rakhine parallel corpus (around 18K sentences) based on the ...
  • Syllable-based Myanmar-English Neural Machine Translation 
    Sin, Yi Mon Shwe; Soe, Khin Mar (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    The paper presents the first large scale evaluation of the quality of Syllable-based Neural Machine Translation (Syllable-NMT) system for Myanmar-English pair. Neural Machine Translation (NMT) system has reached ...

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