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Towards Robustness of Text-to-SQL Models against Synonym Substitution

2 June 2021

Papers citing "Towards Robustness of Text-to-SQL Models against Synonym Substitution"

20 / 70 papers shown

Title
Divide and Prompt: Chain of Thought Prompting for Text-to-SQL X. Liu Zhao Tan ReLM LRM 101 17 0 23 Apr 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 123 154 0 12 Mar 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Haoyang Li Jing Zhang Cuiping Li Hong Chen 91 194 0 12 Feb 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Shuaichen Chang Jun Wang Mingwen Dong Lin Pan Henghui Zhu ... William Yang Wang Zhiguo Wang Vittorio Castelli Patrick Ng Bing Xiang OOD 101 35 0 21 Jan 2023
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jinyang Li Binyuan Hui Reynold Cheng Bowen Qin Chenhao Ma Nan Huo Fei Huang Wenyu Du Luo Si Yongbin Li LMTD 76 115 0 18 Jan 2023
On the Structural Generalization in Text-to-SQL Jieyu Li Lu Chen Ruisheng Cao Su Zhu Hongshen Xu Zhi Chen Hanchong Zhang Kai Yu 57 1 0 12 Jan 2023
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing Longxu Dou Yan Gao Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Jian-Guang Lou 50 20 0 27 Dec 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi Bin Wang Yan Gao Jiaqi Guo Zhoujun Li Jian-Guang Lou LMTD 95 32 0 20 Dec 2022
Natural Language to Code Generation in Interactive Data Science Notebooks Pengcheng Yin Wen-Ding Li Kefan Xiao Abhishek Rao Yeming Wen ... Paige Bailey Michele Catasta Henryk Michalewski Oleksandr Polozov Charles Sutton 82 66 0 19 Dec 2022
DocuT5: Seq2seq SQL Generation with Table Documentation E. Soare Iain Mackie Jeffrey Stephen Dalton LMTD 74 2 0 11 Nov 2022
Towards Generalizable and Robust Text-to-SQL Parsing Chang Gao Bowen Li Wenxuan Zhang W. Lam Binhua Li Fei Huang Luo Si Yongbin Li 115 8 0 23 Oct 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation Yongwei Zhou Junwei Bao Chaoqun Duan Youzheng Wu Xiaodong He Tiejun Zhao ReLM RALM LMTD LRM 51 21 0 15 Oct 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers Bowen Qin Lihan Wang Binyuan Hui Bowen Li Xiangpeng Wei Binhua Li Fei Huang Luo Si Min Yang Yongbin Li 94 9 0 14 Sep 2022
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions Bowen Qin Binyuan Hui Lihan Wang Min Yang Jinyang Li ... Rongyu Cao Jian Sun Luo Si Fei Huang Yongbin Li LMTD 111 58 0 29 Aug 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect Naihao Deng Yulong Chen Yue Zhang 82 53 0 22 Aug 2022
Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph Aiwei Liu Xuming Hu Li Lin Lijie Wen 105 27 0 08 Aug 2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Lihan Wang Bowen Qin Binyuan Hui Bowen Li Min Yang Bailin Wang Binhua Li Fei Huang Luo Si Yongbin Li 135 44 0 28 Jun 2022
S $^2$ SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Binyuan Hui Ruiying Geng Lihan Wang Bowen Qin Bowen Li Jian Sun Yongbin Li 69 57 0 14 Mar 2022
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Yuanfeng Song Raymond Chi-Wing Wong Xuefang Zhao Di Jiang 63 14 0 04 Jan 2022
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 105 90 0 11 Sep 2021