OpenCodePapers

semantic-parsing-on-wikisql-1

Semantic Parsing
Dataset Link
Results over time
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Leaderboard
PaperCodeAccuracyDenotation accuracy (test)ModelNameReleaseDate
Content Enhanced BERT-based Text-to-SQL Generation✓ Link89NL2SQL-BERT2019-10-16
TAPEX: Table Pre-training via Learning a Neural SQL Executor✓ Link89.5TAPEX-Large (weak supervision)2021-07-16
CABINET: Content Relevance based Noise Reduction for Table Question Answering✓ Link89.5CABINET2024-02-02
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples✓ Link89.2ReasTAP-Large (weak supervision)2022-10-22
TAPAS: Weakly Supervised Table Parsing via Pre-training✓ Link83.6TAPAS-Large (weak supervision)2020-04-05