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Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks

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Figure

Figure 1: An example predicate-argument structure:green and red arcs denote correct and wrong predic-tions, respectively.
Figure 2: Architecture of the proposed CapsuleNetwith the global capsule node. The dashed arcs are it-erable.
Table 2: The F1 scores of previous systems on the En-glish test set and out-of-domain (Ood) set
Table 3lation on some key components, which shows the gives the performance of models with ab-contribution of each component in our model.
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