Fine-grained Fact Verification with Kernel Graph Attention Network
Table 3: Evidence Sentence Retrieval Accuracy. Sentence level Precision, Recall and F1 are evaluated by official evaluation Thorne et al. (2018a).
['[EMPTY]', '[BOLD] Model', '[BOLD] Prec@5', '[BOLD] Rec@5', '[BOLD] F1@5', '[BOLD] FEVER']
The BERT sentence retrieval outperforms ESIM sentence retrieval significantly, thus also helps improve KGAT’s reasoning accuracy. Nevertheless, for more fair comparisons, our following experiments are all based on ESIM sentence retrieval, which is the one used by GEAR, our main baseline Zhou et al.