DARE: Data Augmented Relation Extraction with GPT-2
Table 4: Comparison of DARE vs the previous SOTA and two baselines suited for imbalanced datasets. Only statistically significant results to the second best model are marked in bold. Statistical significance is determined with a McNemar p-test at 0.05 significance level.
['Dataset', 'Configuration', 'Precision', 'Recall', 'F1']
Taking into account the previous observations, we proceed to compare DARE against the SOTA and the two previously described baselines. For the multi-class datasets we report the micro-F score in order to make our results comparable with previous works. Also, in the Supplementary Material we report the per class results for DARE against the SOTA and the class weighting baseline, for the two multi-class datasets in order to ease comparison with past or future works.