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Published in:
2014 | OriginalPaper | Chapter
Character Tagging-Based Word Segmentation for Uyghur
Authors : Yating Yang, Chenggang Mi, Bo Ma, Rui Dong, Lei Wang, Xiao Li
Published in: Machine Translation
Publisher: Springer Berlin Heidelberg
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For effectively obtain information in Uyghur words, we present a novel method based on character tagging for Uyghur word segmentation. In this paper, we suggest five labels for characters in a Uyghur word, include: Su, Bu, Iu, Eu and Au, according to our method, we segment Uyghur words as a sequence labeling procedure, which use Conditional Random Fields (CRFs) as the basic labeling model. Experimental show that our method collect more features in Uyghur words, therefore outperform several traditional used word segmentation models significantly.