We explore the valuable information about the semantic coherency encoded in the L2-L1 parallel data to improve SRL for learner Chinese.
we introduce an agreement-based model to search for high-quality automatic syntactic and semantic role annotations, and then use these annotations to retrain the two parser-based SRL systems.