We thus propose a new solution to the problem, which retains the discriminative conditional form of "tag given word" from the CMM, but avoids label bias by temporally linking adjacent tags in a new way.
we employ virtual evidence in the form of a binary observed child node, c i , between adjacent tags (Figure 3) or a windowed sequence of tags.