We then generate four separate set of features for the combination of intra-/multi-sentential discourse relation roles, and salient/non-salient entities, among which transitions consisting of only nil symbols are excluded.
the total number of features in PDTB-style encoding is 4 × (36 2 + 36 3 − 2) ≈ 192K.