The Chinese Segmentation of matching literal based on Dictionary can not resolve the problem of segmenting ambiguousness and Combinatorial ambiguity. Based on the dictionary segmentation, this paper propose a method of Dictionary Chinese Word Segmentation combined with CRFs. It is proved that this method can have better performance than CRFs segmentation and traditional dictionary segmentation.