v1v2v3 (latest)

Structure-Grounded Pretraining for Text-to-SQL

North American Chapter of the Association for Computational Linguistics (NAACL), 2020

24 October 2020

Xiang Deng

Ahmed Hassan Awadallah

Huan Sun

Papers citing "Structure-Grounded Pretraining for Text-to-SQL"

50 / 98 papers shown

Title
SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps Neha Srikanth Victor S. Bursztyn Puneet Mathur Ani Nenkova AI4TS 20 0 0 31 Oct 2025
Squrve: A Unified and Modular Framework for Complex Real-World Text-to-SQL Tasks Yihan Wang Peiyu Liu Runyu Chen Jiaxing Pu Wei Xu 24 0 0 28 Oct 2025
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models D. Bhattacharjya Balaji Ganesan Junkyu Lee Radu Marinescu Katsiaryna Mirylenka Michael R. Glass Xiao Shou 8 0 0 10 Oct 2025
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning Yuhao Zhang Shaoming Duan Jinhang Su Chuanyi Liu Peiyi Han SyDa 13 0 0 04 Sep 2025
SQL-of-Thought: Multi-agentic Text-to-SQL with Guided Error Correction Saumya Chaturvedi Aman Chadha Laurent Bindschaedler LRM 44 1 0 30 Aug 2025
Tabular Data Understanding with LLMs: A Survey of Recent Advances and Challenges Xiaofeng Wu Alan Ritter Wei Xu LMTD 109 4 0 31 Jul 2025
StreamLink: Large-Language-Model Driven Distributed Data Engineering System Dawei Feng Di Mei Huiri Tan Lei Ren Xianying Lou Zhangxi Tan 74 0 0 27 May 2025
DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link GraphAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jihyung Lee Jin-Seop Lee Jaehoon Lee YunSeok Choi Jee-Hyong Lee 94 0 0 26 May 2025
ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects Jipeng Zhang Haolin Yang Kehao Miao Ruiyuan Zhang Renjie Pi Lei Li Xiaofang Zhou 291 1 0 22 May 2025
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling Jinwang Song Hongying Zan Kunli Zhang Lingling Mu Yingjie Han Haobo Hua Min Peng 139 0 0 20 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 271 2 0 19 May 2025
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Xu Tan Dong Jin Shenghao Ye Shuangwu Chen Zhiqiang Wang Xiaobin Tan 110 1 0 19 May 2025
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing Yizhang Zhu Runzhi Jiang Boyan Li Nan Tang Yuyu Luo 237 6 0 28 Mar 2025
TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research Abir Harrasse Philip Quirke Clement Neo Dhruv Nathawani Luke Marks Amir Abdullah 264 1 0 17 Mar 2025
MapQA: Open-domain Geospatial Question Answering on Map Data Zekun Li Malcolm Grossman Eric Qasemi Mihir Kulkarni Muhao Chen Yao-Yi Chiang 134 4 0 10 Mar 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Unified Approach for Elevating Benchmark Quality Roham Koohestani Philippe de Bekker Begüm Koç Maliheh Izadi VLM 268 0 0 07 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at ScaleProceedings of the VLDB Endowment (PVLDB), 2025 Haoyang Li Shang Wu Yanling Wang Xinmei Huang Jing Zhang ... Tieying Zhang Jianjun Chen Rui Shi Zeyang Zhang Xuefei Liu SyDa 243 36 0 04 Mar 2025
Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Irina Saparina Mirella Lapata 138 4 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 217 2 0 23 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 Yi-Ju Chang 124 9 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 363 8 0 18 Jan 2025
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQLInternational Conference on Computational Linguistics (COLING), 2024 Geling Liu Yunzhi Tan Ruichao Zhong Yuanzhen Xie Lingchen Zhao Qian Wang Bo Hu Zang Li AI4TS 212 10 0 17 Dec 2024
Grounding Natural Language to SQL Translation with Data-Based Self-ExplanationsIEEE International Conference on Data Engineering (ICDE), 2024 Yuankai Fan Tonghui Ren Can Huang Zhenying He Boyu Han LRM 238 5 0 05 Nov 2024
KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL X. Liu Zhao Tan 133 1 0 18 Oct 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQLConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Qihuang Zhong Kunfeng Chen Liang Ding Juhua Liu Di Lin Dacheng Tao 106 1 0 15 Oct 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge InjectionEuropean Conference on Artificial Intelligence (ECAI), 2024 Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 291 3 0 24 Sep 2024
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQLConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Ruilin Luo Liyuan Wang Binghuai Lin Zicheng Lin Yujiu Yang LRM 167 11 0 21 Sep 2024
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data VisualizationIEEE International Conference on Data Engineering (ICDE), 2024 Zhuoyue Wan Wailing Ng Shuaimin Li Chen Jason Zhang Raymond Chi-Wing Wong VLM 126 1 0 14 Aug 2024
Synthesizing Text-to-SQL Data from Weak and Strong LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Jiaxi Yang Binyuan Hui Min Yang Jian Yang Junyang Lin Chang Zhou SyDa 137 53 0 06 Aug 2024
A Survey on Employing Large Language Models for Text-to-SQL Tasks Liang Shi Zhengju Tang Nan Zhang Xiaotong Zhang Zhi Yang 378 63 0 21 Jul 2024
FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network Yi Zhan Yang Sun Han Weng Dun Zeng Guifeng Wang Jiajun Xie Yu Tian Xiaoming Yin Boyi Liu Dongchi Huang 111 0 0 09 Jul 2024
Generating Tables from the Parametric Knowledge of Language Models Yevgeni Berkovitch Oren Glickman Amit Somech Tomer Wolfson LMTD 191 4 0 16 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Hao-Heng Chen Feiran Huang Xiao Huang 463 125 0 12 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 187 28 0 03 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 Hadjer Benkraouda 166 46 0 29 Mar 2024
gTBLS: Generating Tables from Text by Conditional Question Answering Anirudh S. Sundar Christopher Richardson Larry Heck LMTD 106 12 0 21 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 204 54 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 185 190 0 26 Feb 2024
Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm Yuanzhen Xie Xinzhou Jin Tao Xie Mingxiong Lin Liang Chen Chenyun Yu Lei Cheng Chengxiang Zhuo Bo Hu Zang Li 160 35 0 16 Feb 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation Irina Saparina Mirella Lapata 103 5 0 13 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 110 2 0 09 Dec 2023
DBCopilot: Natural Language Querying over Massive Databases via Schema RoutingInternational Conference on Extending Database Technology (EDBT), 2023 Tianshu Wang Hongyu Lin Hongyu Lin Le Sun Xiaoyang Chen Hao Wang Zhenyu Zeng 148 9 0 06 Dec 2023
Natural Language Interfaces for Tabular Data Querying and Visualization: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Weixu Zhang Yifei Wang Wailing Ng Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 189 34 0 27 Oct 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-ThoughtConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hanchong Zhang Ruisheng Cao Lu Chen Hongshen Xu Kai Yu LRM ReLM 98 69 0 26 Oct 2023
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over TablesInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Wenting Zhao Ye Liu Yao Wan Yibo Wang Zhongfen Deng Philip S. Yu RALM LMTD 169 8 0 20 Sep 2023
Text-to-SQL Empowered by Large Language Models: A Benchmark EvaluationProceedings of the VLDB Endowment (PVLDB), 2023 Dawei Gao Haibin Wang Yaliang Li Xiuyu Sun Yichen Qian Bolin Ding Jingren Zhou AI4TS 294 420 0 29 Aug 2023
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation Zihui Gu Ju Fan Nan Tang Songyue Zhang Yuxin Zhang Zui Chen Lei Cao Guoliang Li Sam Madden Xiaoyong Du 136 28 0 15 Jun 2023
T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic ParsingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Yuntao Li Zhenpeng Su Yutian Li Hanchun Zhang Sirui Wang Wei Wu Yan Zhang 134 5 0 14 Jun 2023
Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding Parker Glenn Parag Dakle Preethi Raghavan 88 3 0 31 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 130 17 0 25 May 2023