DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction

21 April 2023

Mohammadreza Pourreza

Papers citing "DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction"

50 / 66 papers shown

Title
UNJOIN: Enhancing Multi-Table Text-to-SQL Generation via Schema Simplification Poojah Ganesan Rajat Aayush Jha Dan Roth Vivek Gupta 58 0 0 23 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 Jiahui Gao Xiaofang Zhou 141 0 0 22 May 2025
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Tengjun Jin Yuxuan Zhu Daniel Kang LMTD ELM 89 0 0 07 Apr 2025
Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection Souradip Chakraborty Mohammadreza Pourreza Ruoxi Sun Yiwen Song Nino Scherrer ... Furong Huang Amrit Singh Bedi Ahmad Beirami Hamid Palangi Tomas Pfister 104 2 0 02 Apr 2025
Valid Text-to-SQL Generation with Unification-based DeepStochLog Ying Jiao Luc de Raedt G. Marra NAI 78 2 0 17 Mar 2025
DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL Haoyuan Ma Yongliang Shen Hengwei Liu Wenqi Zhang Haolei Xu Qiuying Peng Jun Wang Weiming Lu 93 2 0 06 Mar 2025
TabSD: Large Free-Form Table Question Answering with SQL-Based Table Decomposition Yuxiang Wang Junhao Gan Jianzhong Qi LMTD 123 0 0 20 Feb 2025
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL Shuai Lyu Haoran Luo Zhonghong Ou Zhonghong Ou Jiangfeng Sun Yang Qin Xiaoran Shang Meina Song Yifan Zhu AI4TS LRM 101 5 0 17 Feb 2025
SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL Jimin Lee Ingeol Baek Byeongjeong Kim Hyunkyung Bae Hwanhee Lee 79 1 0 17 Feb 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation Zhiqian Qin Yuanfeng Song Jinwei Lu Yuanwei Song Shuaimin Li Chen Zhang 87 0 0 16 Feb 2025
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Yeounoh Chung Gaurav Tarlok Kakkar Yu Gan Brenton Milne Fatma Ozcan RALM 92 6 0 21 Jan 2025
The Design of an LLM-powered Unstructured Analytics System Eric Anderson Jonathan Fritz Austin Lee Bohou Li Mark Lindblad ... Mehul A. Shah Benjamin Sowell Dan Tecuci Vinayak Thapliyal Matt Welsh 76 12 0 31 Dec 2024
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Fangyu Lei Jixuan Chen Yuxiao Ye Ruisheng Cao Dongchan Shin ... Caiming Xiong Ruoxi Sun Qian Liu Sida I. Wang Tao Yu LMTD 116 29 0 12 Nov 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 83 1 0 05 Nov 2024
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification Yin Li Liangwei Wang Shiyuan Piao Boo-Ho Yang Ziyue Li Wei Zeng Fugee Tsung 61 0 0 19 Oct 2024
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation S. Gorti Ilan Gofman Zhaoyan Liu Jiapeng Wu Noël Vouitsis Guangwei Yu Jesse C. Cresswell Rasa Hosseinzadeh SyDa 83 11 0 16 Oct 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 155 3 0 10 Oct 2024
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Hasan Alp Caferoğlu Özgür Ulusoy 77 21 0 25 Sep 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 114 1 0 24 Sep 2024
NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization Md Mahadi Hasan Nahid Davood Rafiei LMTD 86 5 0 25 Jun 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 123 70 0 12 Jun 2024
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios Yanling Wang Jing Zhang Zeyao Ma Yang Li Bohan Zhang ... Didong Li Shu Zhao Juan-Zi Li Jie Tang J. Tang LMTD RALM 69 32 0 28 Mar 2024
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 94 11 0 16 Dec 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 91 402 0 04 May 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 91 153 0 12 Mar 2023
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization Zhixin Guo Minyxuan Yan Jiexing Qi Jianping Zhou Ziwei He Zhouhan Lin Guanjie Zheng Xinbing Wang LMTD VLM 47 3 0 09 Feb 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 49 112 0 18 Jan 2023
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing Yiyun Zhao Jiarong Jiang Yiqun Hu Wuwei Lan He Zhu ... Joseph Lilien Patrick Ng Zhiguo Wang Vittorio Castelli Bing Xiang 56 31 0 17 Dec 2022
N-Best Hypotheses Reranking for Text-To-SQL Systems Lu Zeng S. Parthasarathi Dilek Z. Hakkani-Tür 28 22 0 19 Oct 2022
Large Language Models are few(1)-shot Table Reasoners Wenhu Chen LMTD ReLM LRM 63 148 0 13 Oct 2022
Automatic Chain of Thought Prompting in Large Language Models Zhuosheng Zhang Aston Zhang Mu Li Alexander J. Smola ReLM LRM 135 615 0 07 Oct 2022
Decomposed Prompting: A Modular Approach for Solving Complex Tasks Tushar Khot H. Trivedi Matthew Finlayson Yao Fu Kyle Richardson Peter Clark Ashish Sabharwal ReLM LRM 101 441 0 05 Oct 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 56 56 0 29 Aug 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 261 2,462 0 15 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 488 4,077 0 24 May 2022
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models Denny Zhou Nathanael Scharli Le Hou Jason W. Wei Nathan Scales ... Dale Schuurmans Claire Cui Olivier Bousquet Quoc Le Ed H. Chi RALM LRM AI4CE 70 1,101 0 21 May 2022
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi Jingyao Tang Ziwei He Xiangpeng Wan Yu-Jie Cheng Chenghu Zhou Xinbing Wang Quanshi Zhang Zhouhan Lin LMTD 43 111 0 14 May 2022
Evaluating the Text-to-SQL Capabilities of Large Language Models Nitarshan Rajkumar Raymond Li Dzmitry Bahdanau LMTD ELM 64 105 0 15 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 738 9,267 0 28 Jan 2022
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Ruichu Cai Jinjie Yuan Boyan Xu Zhifeng Hao 39 64 0 01 Nov 2021
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 225 4,354 0 27 Oct 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Yujian Gan Xinyun Chen Jinxia Xie Matthew Purver J. Woodward J. Drake Qiaofu Zhang 107 93 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 186 387 0 10 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 116 3,723 0 03 Sep 2021
Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL Junyang Huang Yongbo Wang Yongliang Wang Yang Dong Yanghua Xiao NAI 36 15 0 02 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 185 3,951 0 28 Jul 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 203 5,454 0 07 Jul 2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations Ruisheng Cao Lu Chen Zhi Chen Yanbin Zhao Su Zhu Kai Yu 39 164 0 02 Jun 2021
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising K. Xuan Yongbo Wang Yongliang Wang Zujie Wen Yang Dong VLM 55 52 0 17 May 2021
Improving Text-to-SQL with Schema Dependency Learning Binyuan Hui Xiang Shi Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 54 40 0 07 Mar 2021