For  Figure 1: System Architecture the semantic roles, we extracted features from the previous stage, combined with deep parsing results (in MRS), and use statistical classification models to make predictions.
the second part can be further divided into four stages: predicate identification (PI), argument identification (AI), argument classification (AC), and predicate classification (PC).