Therefore our method is most related to LISA (Strubell et al., 2018), which uses joint multi-task learning of POS and Dependency Parsing to inject syntactic information for Semantic Role Labeling.
we do not use multi-task learning, but directly encode semantic information extracted by pre-processing with existing tools.