Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning

Zhili Shen, Pavlos Vougiouklis, Chenxin Diao, Kaustubh Vyas, Yuanyi Ji, Jeff Z. Pan


Anthology ID:
2024.emnlp-main.449
Volume:
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Month:
November
Year:
2024
Address:
Miami, Florida, USA
Editors:
Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen
Venue:
EMNLP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
7865–7879
Language:
URL:
https://aclanthology.org/2024.emnlp-main.449/
DOI:
10.18653/v1/2024.emnlp-main.449
Bibkey:
Cite (ACL):
Zhili Shen, Pavlos Vougiouklis, Chenxin Diao, Kaustubh Vyas, Yuanyi Ji, and Jeff Z. Pan. 2024. Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 7865–7879, Miami, Florida, USA. Association for Computational Linguistics.
Cite (Informal):
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning (Shen et al., EMNLP 2024)
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PDF:
https://aclanthology.org/2024.emnlp-main.449.pdf