Neural network based approaches usually take Chinese SRL as sequence labeling task and use bidirectional recurrent neural network (RNN) with long-short-term memory (LST-M) to solve the problem (Wang et al., 2015).
both of the above two kinds of approaches identify each candidate argument separately without considering the relationship between arguments.