The discourse information is typically computed using discourse parsers based on frameworks like RST (Feng and Hirst, 2014) or PDTB (Lin et al., 2014), trained using supervised data.
for each annotated pair of sentences, we calculate the relation distribution and compute the relation recall at various thresholds of the ranking by probability.