The fact that we observe no gains from the additional sentence-level Bi-LSTM encoder for the DRC and SAC tasks suggests that the content of the sentence informs its discourse role and subjective aspect much more strongly than neighboring sentences.
the DRC and SAC seem to be more localized classification tasks than SRC.