However, current state-ofthe-art SRL systems use powerful sentence encoders (e.g., layers of LSTMs He et al., 2017) or multi-head self-attention (Strubell et al., 2018)) and factorize over small fragments of the predicted structures.
most modern models process individual arguments and perform predicate disambiguation independently.