Papers with Text-to-SQL oriented table acquisition
Enhancing SQL Table Acquisition with Reverse Engineering for Text-to-SQL (2025.findings-emnlp)
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| Challenge: | Text-to-SQL oriented table acquisition suffers from heterogeneous semantic gap. |
| Approach: | They propose a Reverse Engineering based table acquisition approach that reversely generates potentially-matched questions conditioned on table schemas instead of forward table search using queries. |
| Outcome: | The proposed approach achieves competitive performance on two benchmarks, including SpiderUnion and BirdUnion. |