Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation

Xinyu Pi, Bing Wang, Yan Gao 0002, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou. Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. In Smaranda Muresan, Preslav Nakov, Aline Villavicencio, editors, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022. pages 2007-2022, Association for Computational Linguistics, 2022. [doi]

Abstract

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