In this paper, we hypothesize that dialogue acts improve conversation modeling.
it is not always possible that such dialogue acts are available in practice, and it would be ideal to predict dialogue acts first (Kumar et al., 2017), and then use them for next utterance generation/retrieval; having a model where both tasks, i.e.