The utility of additional semantic information for the task of next utterance selection in an automated dialogue system is the focus of study in this paper.
we show that additional information available in the form of dialogue acts-when used along with context given in the form of dialogue history-improves the performance irrespective of the underlying model being generative or discriminative.