As in previous work (Muller et al., 2012; Afantenos et al., 2015;<cite> Perret et al., 2016)</cite> , we use the Maximum Spanning Tree (MST) algorithm, and a variation thereof, to ensure that the dialogue structures predicted conform to some more general structural principle.