Class-Entropy (CE): In all models, the inferred latent annotated concepts can be used to smooth the attribute rankings for each labeled attribute set.
fixed-hierarchy LDA can be extended to perform automatic sense selection by placing a distribution over the leaf concepts c, describing the prior probability of each possible path through the concept tree.