Relation of the Relations: A New Paradigm of the Relation Extraction Problem
Table 3: Macro F1 on ACE05. Following Wang et al. (2019), we reported the performances on the development set, and all subsets of the test set. “Overall” is the average of all three subsets in the test set.
['[EMPTY]', '[BOLD] Dev BC_dev', '[BOLD] Test BC_test', '[BOLD] Test CTS', '[BOLD] Test WL', '[BOLD] Test  [BOLD] Overall']
Ace05 We first analyze the experiments on the larger dataset, ACE05. Specifically, our model improves over the strongest setting of OnePass by 1.12%, which is a large margin on the ACE05 dataset. Our full model Moreover, on the subsets of the test set, such as CTS and WL, which is different from the BC domain seen in the development set, our model also demonstrate consistent improvement over the previous best model.