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Chinese Word Segmentation is an important task in natural language processing for languages without word delimiters. In this paper we analyze the key issues in Chinese word segmentation from three degrees: the limitation of supervised segmentation, the shortcoming in unsupervised segmentation, and the relationship of OOV, ambiguity and word segmentation result. The analysis shows that supervised and unsupervised segmentation are not suitable for domain word segmentation. And the problem of ambiguity will be more serious than OOV in practical application. Copyright © 2013 Binary Information Press.
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