In such models, the probability assigned to a tagged sequence of words x = t, w is the product of a sequence of local portions of the graphical model, one from each time slice.
for example, in the left-to-right CMM shown in figure 1(a), the replicated structure is a local model P(t 0 |t −1 , w 0 ).