DFGN (Xiao et al., 2019) and SAE (Tu et al., 2019) construct entity graph through named entity recognition (NER).
to the above mentioned models, our SRLGRN builds a heterogeneous graph that contains a document-level graph of various sentences and replaces the entity-based graphs with argumentpredicate based sub-graphs using SRL.