We thank Dr. Michael Roth for conducting the semantic role labelling evaluation using features from our model to see whether it is beneficial.
we design a multi-task model (NNRF-MT) which shares the event participant embedding for the event context and tackles role-filler prediction and semantic role classification simultaneously.