Dynamic LDA (DLDA) 2 : this is the dynamic LDA (Blei and Lafferty, 2006) where the topic-word distributions are linked across epochs based on the Markovian assumption.
the topic-word distribution at the current epoch is only influenced by the topicword distribution in the previous epoch.