Different from traditional joint approach, our method integrates two linear markov chains for segmentation and tagging subtasks into one that contains two types of nodes.
we first regard segmentation and tagging as two independent sequence labeling tasks, corresponding chain structures are built, as shown in the top and middle sub-figures of Figure 2.