For dialogues with multiple interlocutors, extraction of their discourse structures provides useful semantic infor-mation to the "downstream" models used, for example, in the production of intelligent meeting managers or the analysis of user interactions in online fora.
the higher order dependencies significantly improved the generative model's results on the full StAC corpus (see table 1).