This is similar to our work in that we also evaluate using the previous utterances, and the predicted DAs for them.
our modeling approaches are all based on DNNs, as de-scribed in more details in Section 3, and the interaction between utterances and DA labels is modeled in the hierarchical models in a more principled way.