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SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL

17 February 2025

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Papers citing "SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL"

32 / 32 papers shown

Title
STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment Jiaqian Li Qisheng Hu Jing Li Wenya Wang 89 1 0 28 Aug 2025
Enhancing Text2Cypher with Schema Filtering Makbule Gulcin Ozsoy 266 2 0 08 May 2025
Gemma 3 Technical Report Gemma Team Aishwarya B Kamath Johan Ferret Shreya Pathak Nino Vieillard ... Harshal Tushar Lehri Hussein Hazimeh Ian Ballantyne Idan Szpektor Ivan Nardini VLM 461 691 0 25 Mar 2025
RSL-SQL: Robust Schema Linking in Text-to-SQL Generation Zhenbiao Cao Yuanlei Zheng Zhihao Fan Xiaojin Zhang Wei Chen Xiang Bai 327 38 0 31 Oct 2024
Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement Shouvon Sarker Xishuang Dong Xiangfang Li Lijun Qian AI4TS 131 2 0 02 Oct 2024
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Ali Mohammadjafari Anthony Maida Raju N. Gottumukkala AI4TS 352 27 0 01 Oct 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 251 11 0 21 Sep 2024
SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQL Ke Shen Mayank Kejriwal ReLM AI4TS LRM 176 6 0 16 Sep 2024
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging Mohammadreza Pourreza Ruoxi Sun Hailong Li Lesly Miculicich Tomas Pfister Sercan O. Arik MoMe 184 14 0 22 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 173 58 0 06 Aug 2024
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQLAAAI Conference on Artificial Intelligence (AAAI), 2024 Arian Askari Christian Poelitz Xinye Tang LLMAG LRM 216 27 0 18 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 700 132 0 12 Jun 2024
LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRsClinical Natural Language Processing Workshop (ClinicalNLP), 2024 Yongrae Jo Seongyun Lee Minju Seo Sung Ju Hwang Moontae Lee 130 5 0 18 May 2024
SQL-to-Schema Enhances Schema Linking in Text-to-SQLInternational Conference on Database and Expert Systems Applications (DEXA), 2024 Sun Yang Qiong Su Zhishuai Li Ziyue Li Hangyu Mao Chenxi Liu Rui Zhao 174 19 0 15 May 2024
StarCoder 2 and The Stack v2: The Next Generation Anton Lozhkov Raymond Li Loubna Ben Allal Federico Cassano J. Lamy-Poirier ... Sean M. Hughes Thomas Wolf Arjun Guha Leandro von Werra H. D. Vries OSLM ELM 223 510 0 29 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 238 18 0 19 Feb 2024
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence Daya Guo Qihao Zhu Dejian Yang Zhenda Xie Kai Dong ... Yu-Huan Wu Yiming Li Fuli Luo Yingfei Xiong W. Liang ELM 344 1,281 0 25 Jan 2024
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 144 71 0 26 Oct 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 478 448 0 29 Aug 2023
C3: Zero-shot Text-to-SQL with ChatGPT Xuemei Dong Chuxu Zhang Yuhang Ge Yuren Mao Yunjun Gao Lu Chen Jinshu Lin Dongfang Lou 209 205 0 14 Jul 2023
SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended) Ruoxi Sun Sercan O. Arik Alex Muzio Lesly Miculicich S. Gundabathula ... Hanjun Dai Hootan Nakhost Rajarishi Sinha Zifeng Wang Tomas Pfister 219 52 0 26 May 2023
Text-to-SQL Error Correction with Language Models of CodeAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ziru Chen Shijie Chen Michael White Raymond J. Mooney Ali Payani Jayanth Srinivasa Yu-Chuan Su Huan Sun KELM 161 22 0 22 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLsNeural Information Processing Systems (NeurIPS), 2023 Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 364 656 0 04 May 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-CorrectionNeural Information Processing Systems (NeurIPS), 2023 Mohammadreza Pourreza Davood Rafiei ReLM LRM 249 511 0 21 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 3.5K 20,141 0 15 Mar 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 342 172 0 24 Feb 2023
Self-Instruct: Aligning Language Models with Self-Generated InstructionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yizhong Wang Yeganeh Kordi Swaroop Mishra Alisa Liu Noah A. Smith Daniel Khashabi Hannaneh Hajishirzi ALM SyDa LRM 697 2,750 0 20 Dec 2022
Importance of Synthesizing High-quality Data for Text-to-SQL ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yiyun Zhao Jiarong Jiang Yiqun Hu Wuwei Lan He Zhu ... Joseph Lilien Patrick Ng Zhiguo Wang Vittorio Castelli Bing Xiang 181 41 0 17 Dec 2022
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 192 114 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Torsten Scholak Nathan Schucher Dzmitry Bahdanau 385 458 0 10 Sep 2021
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL ParsersAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 368 694 0 10 Nov 2019
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL TaskConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 652 1,522 0 24 Sep 2018