Because the RST-style discourse parser we use is trained on a fraction of the WSJ corpus, we remove the training texts from our dataset, to guarantee that the discourse parser will not perform exceptionally well on some particular texts.
since the PDTB-style discourse parser we use is trained on almost the entire WSJ corpus, we cannot do the same for the PDTB-style parser.