Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL

12 June 2024

Feiran Huang

Xiao Huang

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Papers citing "Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL"

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Title
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language Sijin Sun Liangbin Zhao Ming Deng Xiuju Fu 14 0 0 02 May 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning Josefa Lia Stoisser Marc Boubnovski Martell Julien Fauqueur LMTD ReLM AI4TS LRM 68 0 0 23 Apr 2025
Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval Keyan Xu Dingzirui Wang Xuanliang Zhang Qingfu Zhu Wanxiang Che 17 0 0 14 Apr 2025
Using LLMs for Analyzing AIS Data Gaspard Mertends Gilles Dejaegere Mahmoud Sakr 31 0 0 10 Apr 2025
Query and Conquer: Execution-Guided SQL Generation Łukasz Borchmann Marek Wydmuch 27 0 0 31 Mar 2025
GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise Karime Maamari Connor Landy Amine Mhedhbi KELM 33 0 0 27 Mar 2025
D4R -- Exploring and Querying Relational Graphs Using Natural Language and Large Language Models -- the Case of Historical Documents Michel Boeglin David Kahn Josiane Mothe Diego Ortiz David Panzoli 31 0 0 26 Mar 2025
Genicious: Contextual Few-shot Prompting for Insights Discovery Vineet Kumar Ronald Tony Darshita Rathore Vipasha Rana Bhuvanesh Mandora Kanishka Chetna Bansal Anindya Moitra 34 0 0 15 Mar 2025
ToxicSQL: Migrating SQL Injection Threats into Text-to-SQL Models via Backdoor Attack Meiyu Lin Haichuan Zhang Jiale Lao Renyuan Li Yuanchun Zhou Carl Yang Yang Cao Mingjie Tang SILM 59 0 0 07 Mar 2025
FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation Ruochen Liu Hao-Heng Chen Yuanchen Bei Z. Zhou Lijia Chen Qijie Shen Feiran Huang Fakhri Karray S. Wang VLM 36 0 0 24 Feb 2025
From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM-powered Analysis Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ziang Xiao Ming Yin 39 0 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 Hwanhee Lee 40 1 0 17 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 63 7 0 21 Jan 2025
Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Vishwanath Seshagiri Siddharth Balyan Vaastav Anand Kaustubh Dhole Ishan Sharma Avani Wildani José Cambronero Andreas Züfle 84 1 0 04 Dec 2024
Towards Optimizing SQL Generation via LLM Routing Mohammadhossein Malekpour Nour Shaheen Foutse Khomh Amine Mhedhbi AI4TS 26 1 0 06 Nov 2024
Unconstrained Model Merging for Enhanced LLM Reasoning Yiming Zhang Baoyi He Shengyu Zhang Yuhao Fu Qi Zhou ... Guanghan Ning Linyi Li Chunlin Ji Fei Wu Hongxia Yang MoMe 22 0 0 17 Oct 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 40 2 0 10 Oct 2024
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Ali Mohammadjafari Anthony Maida Raju N. Gottumukkala AI4TS 31 5 0 01 Oct 2024
FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark Heegyu Kim Taeyang Jeon Seunghwan Choi Seungtaek Choi Hyunsouk Cho 34 0 0 24 Sep 2024
DAC: Decomposed Automation Correction for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 41 1 0 16 Aug 2024
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models Karime Maamari Fadhil Abubaker Daniel Jaroslawicz Amine Mhedhbi LRM 42 19 0 14 Aug 2024
Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models Guanming Xiong Junwei Bao Hongfei Jiang Yang Song Wen Zhao LRM 23 0 0 09 Aug 2024
Cost-efficient Knowledge-based Question Answering with Large Language Models Junnan Dong Qinggang Zhang Chuang Zhou Hao Chen Daochen Zha Xiao Huang 20 3 0 27 May 2024
Towards Better Question Generation in QA-based Event Extraction Zijin Hong Jian Liu 32 2 0 17 May 2024
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL Dayton G. Thorpe Andrew J. Duberstein Ian A. Kinsey 27 1 0 19 Apr 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models Haoran Yang Yumeng Zhang Jiaqi Xu Hongyuan Lu Pheng Ann Heng Wai Lam 30 7 0 14 Mar 2024
Gemma: Open Models Based on Gemini Research and Technology Gemma Team Gemma Team Thomas Mesnard Cassidy Hardin Robert Dadashi Surya Bhupatiraju ... Armand Joulin Noah Fiedel Evan Senter Alek Andreev Kathleen Kenealy VLM LLMAG 114 415 0 13 Mar 2024
On Protecting the Data Privacy of Large Language Models (LLMs): A Survey Biwei Yan Kun Li Minghui Xu Yueyan Dong Yue Zhang Zhaochun Ren Xiuzhen Cheng AILaw PILM 70 70 0 08 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 19 12 0 05 Mar 2024
$R^3$ : "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks Hanchen Xia Feng Jiang Naihao Deng Cunxiang Wang Guojiang Zhao Rada Mihalcea Yue Zhang LRM 32 3 0 20 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 26 10 0 16 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 40 21 0 04 Feb 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 68 59 0 30 Jan 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang Junnan Dong Hao Chen Daochen Zha Zailiang Yu Xiao Huang KELM RALM 22 4 0 11 Dec 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 34 57 0 28 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 123 593 0 26 Apr 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 145 386 0 15 Mar 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 47 110 0 12 Mar 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 237 840 0 05 Oct 2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Lihan Wang Bowen Qin Binyuan Hui Bowen Li Min Yang Bailin Wang Binhua Li Fei Huang Luo Si Yongbin Li 50 40 0 28 Jun 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 277 3,163 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 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 313 8,261 0 28 Jan 2022
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 40 40 0 22 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 64 76 0 11 Sep 2021