3 Though Ritter, Cherry, and Dolan (2010) separate discourse, topic, and other words for modeling conversations, their model focuses on dialogue act modeling and only yields one distribution for topical content.
their model is unable to distinguish varying latent topics reflecting message content underlying the corpus.