Abstract: In this paper, we present a model integrating Chinese word segment with part-of-speech tagging. In the early stage, reserves the top N segmentation results as candidates. After Unknown words recognized and POS tagging finished, we get the final result by

Key words: Chinese word segmentation, Part-of-speech tagging, N-shortest paths method