NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization

Benchmark Model Rank Results
semantic-parsing-on-wikitablequestionsNormTab+TabSQLify#7Accuracy (Test): 68.63
semantic-parsing-on-wikitablequestionsNormTab (Targeted) + SQL#15Accuracy (Test): 61.20
table-based-fact-verification-on-tabfactNormTab (Targeted) + SQL#15Test: 68.90