As a result, the model can act as both a discourse relation classifier and a language model.
: • If trained to maximize the conditional likelihood of the discourse relations, it outperforms state-of-the-art methods for both implicit discourse relation classification in the Penn Discourse Treebank  and dialog act classification in Switch-board (Kalchbrenner and Blunsom, 2013).