(2) Another limitation is that the sentence scores calculated from existing methods usually do not have very clear and rigorous probabilistic interpretations.
we have Here we use parameter U st for the probability of choosing base model s given topic t, p(S i = s|T i = t) = U st , where s U st = 1.