Reasoning with Latent Structure Refinementfor Document-Level Relation Extraction
Table 5: Ablation study of LSR on DocRED.
['Model', '[ITALIC] F1', 'Intra- [ITALIC] F1', 'Inter- [ITALIC] F1']
We observe that most of the components contribute to the main model, as the performance deteriorates with any of the components missing. The most significant difference is visible in the structure induction module. Removal of structure induction part leads to a 3.26 drop in terms of F1 score. This result indicates that the latent structure plays a key role in the overall performance.