Semantic Role Labeling with Iterative Structure Refinement
Table 7: Labeled roles precision (RP), recall (RR) and sense disambiguation accuracy (Sense) on English in-domain test set.
['Model', 'RP', 'RR', 'Sense']
Improvement Decomposition Our structured refinement approach consistently improves over the baseline model in all metrics. While we cannot assert the improvements on all metrics are significant, this suggests that it learns some non-trivial interactions instead of merely learning to balance precision and recall.