Paper | Code | Accuracy | Denotation accuracy (test) | ModelName | ReleaseDate |
---|---|---|---|---|---|
Content Enhanced BERT-based Text-to-SQL Generation | ✓ Link | 89 | NL2SQL-BERT | 2019-10-16 | |
TAPEX: Table Pre-training via Learning a Neural SQL Executor | ✓ Link | 89.5 | TAPEX-Large (weak supervision) | 2021-07-16 | |
CABINET: Content Relevance based Noise Reduction for Table Question Answering | ✓ Link | 89.5 | CABINET | 2024-02-02 | |
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples | ✓ Link | 89.2 | ReasTAP-Large (weak supervision) | 2022-10-22 | |
TAPAS: Weakly Supervised Table Parsing via Pre-training | ✓ Link | 83.6 | TAPAS-Large (weak supervision) | 2020-04-05 |