To date, most efforts to leverage discourse information to detect salient content from dialogues have focused on encoding gold-standard discourse relations as features for use in classifier training (Murray et al., 2006;Galley, 2006;McKeown et al., 2007;Bui et al., 2009).
automatic discourse parsing in dialogues is still a challenging problem (Perret et al., 2016).