LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network
Table 2: Ablation studies on the development set and the test set.
['Model', 'Label Acc. (%) Val', 'Label Acc. (%) Test']
Removing the program-guided compositionality learning mechanism drops the accuracy by 2.08% on test set, which reflects that the neural module network plays a more important role in our approach. This observation verifies that both mechanisms are beneficial for our task.