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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"

50 / 70 papers shown

Title
DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Jihyung Lee Jin-Seop Lee Jaehoon Lee YunSeok Choi Jee-Hyong Lee 26 0 0 26 May 2025
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs Yu Guo Dong Jin Shenghao Ye Shuangwu Chen Jian Yang Xiaobin Tan 60 0 0 19 May 2025
ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL Yaxun Dai Wenxuan Xie Xialie Zhuang Tianyu Yang Yiying Yang Haiqin Yang Yuhang Zhao Pingfu Chao Wenhao Jiang ReLM LRM 124 0 0 19 May 2025
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Simone Papicchio Simone Rossi Luca Cagliero Paolo Papotti ReLM LMTD AI4TS LRM 128 1 0 21 Apr 2025
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL Mohammadreza Pourreza Shayan Talaei Ruoxi Sun Xingchen Wan Hailong Li Azalia Mirhoseini Amin Saberi Sercan O. Arik ReLM AI4TS LRM 138 12 0 29 Mar 2025
TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research Philip Quirke Clement Neo Abir Harrasse Dhruv Nathawani Luke Marks Amir Abdullah 86 0 0 17 Mar 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol Roham Koohestani Philippe de Bekker Maliheh Izadi VLM 115 0 0 07 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Haoyang Li Shang Wu Yanling Wang Xinmei Huang Jing Zhang ... Tieying Zhang Jianjun Chen Rui Shi Hong Chen Cuiping Li SyDa 156 9 0 04 Mar 2025
Disambiguate First Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing Irina Saparina Mirella Lapata 70 1 0 25 Feb 2025
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs Dai Quoc Nguyen Cong Duy Vu Hoang Duy Vu Gioacchino Tangari Thanh Tien Vu Don Dharmasiri Yuan-Fang Li Long Duong 107 0 0 23 Feb 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 110 1 0 21 Feb 2025
Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation Zheng Yuan Hao Chen Zijin Hong Qinggang Zhang Feiran Huang Qing Li Xiao Huang 31 6 0 18 Feb 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu Shing-Chi Cheung ALM 167 2 0 18 Jan 2025
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL Geling Liu Yunzhi Tan Ruichao Zhong Yuanzhen Xie Lingchen Zhao Qian Wang Bo Hu Zang Li AI4TS 120 5 0 17 Dec 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 130 2 0 05 Nov 2024
An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model Ziyang Zheng Haipeng Jing Canyu Rui A. Hamdulla D. Wang LRM 74 1 0 28 Oct 2024
KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL X. Liu Zhao Tan 60 1 0 18 Oct 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL Qihuang Zhong Kunfeng Chen Liang Ding Juhua Liu Di Lin Dacheng Tao 56 1 0 15 Oct 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 188 1 0 24 Sep 2024
Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios Zhongyuan Wang Richong Zhang Zhijie Nie Jaein Kim 75 2 0 30 Aug 2024
Synthesizing Text-to-SQL Data from Weak and Strong LLMs Jiaxi Yang Binyuan Hui Min Yang Jian Yang Junyang Lin Chang Zhou SyDa 99 33 0 06 Aug 2024
ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering Preslav Nakov Tairan Wang Taicheng Guo Kehan Guo Juexiao Zhou Haoyang Li Mingchen Zhuge Jürgen Schmidhuber Xin Gao Xiangliang Zhang 95 3 0 24 Jul 2024
A Survey on Employing Large Language Models for Text-to-SQL Tasks Liang Shi Zhengju Tang Nan Zhang Xiaotong Zhang Zhi Yang 182 31 0 21 Jul 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 171 74 0 12 Jun 2024
PURPLE: Making a Large Language Model a Better SQL Writer Tonghui Ren Yuankai Fan Zhenying He Ren Huang Jiaqi Dai Can Huang Yinan Jing Kai Zhang Yifan Yang Xiaoyang Sean Wang 100 26 0 29 Mar 2024
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation Bin Zhang Yuxiao Ye Guoqing Du Xiaoru Hu Zhishuai Li Sun Yang Chi Harold Liu Rui Zhao Ziyue Li Hangyu Mao LMTD 97 34 0 05 Mar 2024
CodeS: Towards Building Open-source Language Models for Text-to-SQL Haoyang Li Jing Zhang Hanbing Liu Ju Fan Yanling Wang Jun Zhu Renjie Wei Hongyan Pan Cuiping Li Hong Chen ELM AI4TS 108 119 0 26 Feb 2024
Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark Niklas Wretblad Fredrik Gordh Riseby Rahul Biswas Amin Ahmadi Oskar Holmström 112 9 0 19 Feb 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation Irina Saparina Mirella Lapata 48 2 0 13 Feb 2024
A Survey of Table Reasoning with Large Language Models Xuanliang Zhang Dingzirui Wang Longxu Dou Qingfu Zhu Wanxiang Che LMTD LRM 89 13 0 13 Feb 2024
AraSpider: Democratizing Arabic-to-SQL Ahmed Heakl Youssef Mohamed A. Zaky 54 0 0 12 Feb 2024
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models Mohammadreza Pourreza Davood Rafiei 72 30 0 02 Feb 2024
Domain Adaptation of a State of the Art Text-to-SQL Model: Lessons Learned and Challenges Found Irene Manotas Octavian Popescu Ngoc Phuoc An Vo V. Sheinin OOD 47 2 0 09 Dec 2023
DBCopilot: Natural Language Querying over Massive Databases via Schema Routing Tianshu Wang Hongyu Lin Hongyu Lin Le Sun Xiaoyang Chen Hao Wang Zhenyu Zeng 97 3 0 06 Dec 2023
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks Mohammadreza Pourreza Davood Rafiei 72 13 0 27 Oct 2023
Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey Weixu Zhang Yifei Wang Yuanfeng Song Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 68 20 0 27 Oct 2023
SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation A. Bazaga Pietro Lio G. Micklem 86 3 0 27 Oct 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought Hanchong Zhang Ruisheng Cao Lu Chen Hongshen Xu Kai Yu LRM ReLM 66 54 0 26 Oct 2023
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain Chunxi Guo Zhiliang Tian Jintao Tang Shasha Li Zhihua Wen Kaixuan Wang Ting Wang RALM 75 18 0 11 Jul 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations Yilun Zhao Chen Zhao Linyong Nan Zhenting Qi Wenlin Zhang Xiangru Tang Boyu Mi Dragomir R. Radev AAML LMTD 90 40 0 25 Jun 2023
T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing Yuntao Li Zhenpeng Su Yutian Li Hanchun Zhang Sirui Wang Wei Wu Yan Zhang 70 2 0 14 Jun 2023
ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems Yi Zhang Jan Deriu George Katsogiannis-Meimarakis Catherine Kosten Georgia Koutrika Kurt Stockinger 81 25 0 07 Jun 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models Sijia Wang Alexander Hanbo Li He Zhu Shenmin Zhang Chung-Wei Hang ... William Wang Zhiguo Wang Vittorio Castelli Bing Xiang Patrick Ng VLM 100 9 0 27 May 2023
UNITE: A Unified Benchmark for Text-to-SQL Evaluation Wuwei Lan Zhiguo Wang Anuj Chauhan Henghui Zhu Alexander Hanbo Li ... Jiarong Jiang Stephen M. Ash Vittorio Castelli Patrick Ng Bing Xiang ELM LMTD 48 10 0 25 May 2023
Text-to-SQL Error Correction with Language Models of Code Ziru Chen Shijie Chen Michael White Raymond J. Mooney Ali Payani Jayanth Srinivasa Yu-Chuan Su Huan Sun KELM 51 13 0 22 May 2023
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies Linyong Nan Yilun Zhao Weijin Zou Narutatsu Ri Jaesung Tae Ellen Zhang Arman Cohan Dragomir R. Radev LMTD 84 51 0 21 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 145 300 0 16 May 2023
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations Yuan Tian Zheng Zhang Zheng Ning Toby Jia-Jun Li Jonathan K. Kummerfeld Tianyi Zhang 116 14 0 12 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 172 421 0 04 May 2023
Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval Chunxi Guo Zhiliang Tian Jintao Tang Pancheng Wang Zhihua Wen Kang Yang Ting Wang 60 24 0 26 Apr 2023