intTypePromotion=1
ADSENSE

Unsupervised transliteration mining

Xem 1-2 trên 2 kết quả Unsupervised transliteration mining
  • We propose a language-independent method for the automatic extraction of transliteration pairs from parallel corpora. In contrast to previous work, our method uses no form of supervision, and does not require linguistically informed preprocessing. We conduct experiments on data sets from the NEWS 2010 shared task on transliteration mining and achieve an F-measure of up to 92%, outperforming most of the semi-supervised systems that were submitted.

    pdf10p hongdo_1 12-04-2013 31 1   Download

  • We propose a novel model to automatically extract transliteration pairs from parallel corpora. Our model is efficient, language pair independent and mines transliteration pairs in a consistent fashion in both unsupervised and semi-supervised settings. We model transliteration mining as an interpolation of transliteration and non-transliteration sub-models.

    pdf9p nghetay_1 07-04-2013 23 1   Download

CHỦ ĐỀ BẠN MUỐN TÌM

ADSENSE

p_strKeyword=Unsupervised transliteration mining
p_strCode=unsupervisedtransliterationmining

nocache searchPhinxDoc

 

Đồng bộ tài khoản
2=>2