The reason may be twofold: Firstly, as discussed in previous works (Joty et al., 2013), it is important to address discourse structure characteristics, e.g., through modeling lexical chains in a discourse, for discourse parsing, especially in dealing with long span scenarios.
most existing approaches mainly focus on studying the semantic and syntactic aspects of EDU pairs, in a more local view.