Several successful attempts have already been made in the direction of automatic classification of connectives, while token-level argument segmentation has not been explored.
in this paper we will focus on the segmentation and labeling of discourse arguments (Arg1 and Arg2) with full spans, as defined in the annotation protocol of the Penn Discourse Treebank (PDTB) (Prasad et al., 2008).