Although they do not consider the task of classifying reviews, it seems their algorithm could be plugged into the classification algorithm presented in Section 2, where it would replace PMI-IR and equation 3in the second step.
pMI-IR is conceptually simpler, easier to implement, and it can handle phrases and adverbs, in addition to isolated adjectives.