Span Model for Open Information Extraction on Accurate Corpus
Table 5: AUC and the highest F1 score for different Open IE systems for OIE2016 and Re-OIE2016. SpanOIE_prev is the model trained from the extractions with confidence score higher than 0.9 of OpenIE4. The rest settings are the same as SpanOIE.
['[BOLD] Systems', '[BOLD] OIE2016 AUC', '[BOLD] OIE2016 F1', '[BOLD] Re-OIE2016 AUC', '[BOLD] Re-OIE2016 F1']
We also evaluate the Open IE systems on Re-OIE2016 corpus. So we just report their results obtained from their paper. During the training, we make use of every extraction from OpenIE4 in the training corpus by integrating the confidence score into the loss function.