The resulting model can therefore employ a training objective that includes not only discourse relation classification, but also word prediction.
it outperforms state-ofthe-art alternatives for two tasks: implicit discourse relation classification in the Penn Discourse Treebank, and dialog act classification in the Switchboard corpus.