MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

18 December 2023

Linzheng Chai

Di Yin

Zhoujun Li

Papers citing "MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL"

26 / 26 papers shown

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 19 0 0 02 May 2025
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Simone Papicchio Simone Rossi Luca Cagliero Paolo Papotti ReLM LMTD AI4TS LRM 51 0 0 21 Apr 2025
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models Weibin Liao Xin Gao Tianyu Jia Rihong Qiu Yifan Zhu Yang Lin Xu Chu Junfeng Zhao Yasha Wang 33 0 0 03 Apr 2025
Query and Conquer: Execution-Guided SQL Generation Łukasz Borchmann Marek Wydmuch 32 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 37 0 0 27 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 J. Wang Weiming Lu 39 0 0 06 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Haoyang Li Shang Wu Xiaokang Zhang Xinmei Huang J. Zhang ... Tieying Zhang Jianjun Chen Rui Shi H. Chen C. Li SyDa 72 1 0 04 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
BASE-SQL: A powerful open source Text-To-SQL baseline approach Lei Sheng Shuai-Shuai Xu Wei Xie AI4TS 39 0 0 15 Feb 2025
Rationalization Models for Text-to-SQL Gaetano Rossiello Nhan Pham Michael R. Glass Junkyu Lee Shankar Subramanian ReLM LRM 48 0 0 10 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 56 5 0 21 Jan 2025
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL Geling Liu Yunzhi Tan Ruichao Zhong Yuanzhen Xie Lingchen Zhao Qian Wang Bo Hu Zang Li AI4TS 61 0 0 17 Dec 2024
Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model Probabilities Ashwin Ramachandran Sunita Sarawagi 59 2 0 23 Nov 2024
MdEval: Massively Multilingual Code Debugging Shukai Liu Linzheng Chai Jian Yang Jiajun Shi He Zhu ... Yu Hao Liqun Yang Guanglin Niu Ge Zhang Z. Li LRM ELM 61 6 0 04 Nov 2024
An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making Xiutian Zhao Ke Wang Wei Peng 21 1 0 19 Oct 2024
Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios Zhongyuan Wang Richong Zhang Zhijie Nie Jaein Kim 25 1 0 30 Aug 2024
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering Xianjie Wu Jian Yang Linzheng Chai Ge Zhang Jiaheng Liu ... Xianfu Cheng Tianzhen Sun Guanglin Niu Tongliang Li Zhoujun Li LMTD ELM 60 17 0 17 Aug 2024
DAC: Decomposed Automation Correction for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 49 1 0 16 Aug 2024
MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL Wenxuan Xie Gaochen Wu Bowen Zhou 26 1 0 15 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 50 19 0 14 Aug 2024
End-to-end Text-to-SQL Generation within an Analytics Insight Engine Karime Maamari Amine Mhedhbi SyDa 35 4 0 17 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 52 49 0 12 Jun 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 34 8 0 19 Feb 2024
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
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 141 373 0 10 Sep 2021