ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples

Benchmark Model Rank Results
semantic-parsing-on-wikisqlReasTAP-Large (weak supervision)#4Denotation accuracy (test): 89.2
semantic-parsing-on-wikitablequestionsReasTAP-Large#16Accuracy (Test): 58.7Accuracy (Dev): 59.7
table-based-fact-verification-on-tabfactReasTAP-Large#5Test: 84.9Val: 84.6