In fact, if we only use a combination of discriminative models (CRFs), which is equivalent to γ j = 0 for all j, we obtain essentially the same objective function as that of the LOP-CRFs.
in this paper, we select one of the simplest; we divide the labeled training data D l into two distinct sets D l and D l .