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"

42 / 42 papers shown

Title
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning Josefa Lia Stoisser Marc Boubnovski Martell Julien Fauqueur LMTD ReLM AI4TS LRM 78 0 0 23 Apr 2025
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Simone Papicchio Simone Rossi Luca Cagliero Paolo Papotti ReLM LMTD AI4TS LRM 53 0 0 21 Apr 2025
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Tengjun Jin Yuxuan Zhu Daniel Kang LMTD ELM 47 0 0 07 Apr 2025
Valid Text-to-SQL Generation with Unification-based DeepStochLog Ying Jiao Luc de Raedt G. Marra NAI 31 2 0 17 Mar 2025
SQLCritic: Correcting Text-to-SQL Generation via Clause-wise Critic Jikai Chen 59 0 0 11 Mar 2025
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL Shuai Lyu Haoran Luo Zhonghong Ou Yifan Zhu Xiaoran Shang Yang Qin Meina Song AI4TS LRM 60 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 35 0 0 16 Feb 2025
ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration Minghang Deng Ashwin Ramachandran Canwen Xu Lanxiang Hu Zhewei Yao Anupam Datta Hao Zhang LMTD 119 1 0 02 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 63 5 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 49 10 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 77 21 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 41 0 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 31 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 41 6 0 16 Oct 2024
Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning Fengyu Gao Ruida Zhou T. Wang Cong Shen Jing Yang 29 2 0 15 Oct 2024
Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent Bo Chen Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 83 19 0 15 Oct 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 51 2 0 10 Oct 2024
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Hasan Alp Caferoğlu Özgür Ulusoy 56 12 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 44 0 0 24 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 32 33 0 23 Sep 2024
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs Daniel Steinigen Roman Teucher Timm Heine Ruland Max Rudat Nicolas Flores-Herr Peter Fischer Nikola Milosevic Christopher Schymura Angelo Ziletti 26 1 0 06 Aug 2024
NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization Md Mahadi Hasan Nahid Davood Rafiei LMTD 45 4 0 25 Jun 2024
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain Rahul Kumar Amar Raja Dibbu Shrutendra Harsola Vignesh T. Subrahmaniam Ashutosh Modi 21 6 0 12 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 69 50 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 EHRs Yongrae Jo Seongyun Lee Minju Seo Sung Ju Hwang Moontae Lee 27 3 0 18 May 2024
Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models Xiaojun Chen Tianle Wang Tianhao Qiu Jianbin Qin Min Yang AI4TS 35 4 0 04 May 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 21 21 0 29 Mar 2024
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios Xiaokang Zhang Jing Zhang Zeyao Ma Yang Li Bohan Zhang ... D. Li Shu Zhao Juan-Zi Li Jie Tang J. Tang LMTD RALM 44 20 0 28 Mar 2024
From Text to CQL: Bridging Natural Language and Corpus Search Engine Luming Lu Jiyuan An Yujie Wang Liner Yang Cunliang Kong ... Shuo Wang Haozhe Lin Mingwei Fang Yaping Huang Erhong Yang 38 1 0 21 Feb 2024
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning Danna Zheng Mirella Lapata Jeff Z. Pan RALM 32 6 0 19 Feb 2024
AraSpider: Democratizing Arabic-to-SQL Ahmed Heakl Youssef Mohamed A. Zaky 27 0 0 12 Feb 2024
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL Bing Wang Changyu Ren Jian Yang Xinnian Liang Jiaqi Bai ... Zhao Yan Qian-Wen Zhang Di Yin Xing Sun Zhoujun Li 23 49 0 18 Dec 2023
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 54 9 0 16 Dec 2023
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap Michael Staniek Raphael Schumann Maike Zufle Stefan Riezler 22 6 0 30 Aug 2023
InfeRE: Step-by-Step Regex Generation via Chain of Inference Shuai Zhang Xiaodong Gu Yuting Chen Beijun Shen 8 5 0 08 Aug 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 19 354 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 76 149 0 12 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 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 315 8,402 0 28 Jan 2022
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 76 91 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 146 374 0 10 Sep 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 131 150 0 23 Oct 2020