Synthesizing Text-to-SQL Data from Weak and Strong LLMs

Annual Meeting of the Association for Computational Linguistics (ACL), 2024

6 August 2024

Min Yang

ArXiv (abs)PDF HTML HuggingFace (10 upvotes)

Papers citing "Synthesizing Text-to-SQL Data from Weak and Strong LLMs"

20 / 20 papers shown

Title
Skeletons Matter: Dynamic Data Augmentation for Text-to-Query Yuchen Ji Bo Xu Jie Shi Jiaqing Liang Deqing Yang Yu Mao Hai Chen Yanghua Xiao SyDa 44 0 0 24 Nov 2025
SynQuE: Estimating Synthetic Dataset Quality Without Annotations Arthur Chen Victor Zhong 197 0 0 06 Nov 2025
SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness GapsConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 Neha Srikanth Victor S. Bursztyn Puneet Mathur Ani Nenkova AI4TS 80 0 0 31 Oct 2025
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs Jyotika Singh Weiyi Sun Amit Agarwal Viji Krishnamurthy Yassine Benajiba Sujith Ravi Dan Roth LMTD 229 0 0 27 Oct 2025
Do LLMs Align with My Task? Evaluating Text-to-SQL via Dataset Alignment Davood Rafiei Morgan Lindsay Heisler Weiwei Zhang Mohammadreza Pourreza Yong Zhang 85 0 0 06 Oct 2025
Agentar-Scale-SQL: Advancing Text-to-SQL through Orchestrated Test-Time Scaling P. Wang B. Sun Xuemei Dong Yaxun Dai Hongwei Yuan Mengdie Chu Yingqi Gao Xiang Qi Peng Zhang Ying Yan LMTD 227 0 0 29 Sep 2025
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning Yuhao Zhang Shaoming Duan Jinhang Su Chuanyi Liu Peiyi Han SyDa 106 0 0 04 Sep 2025
GradeSQL: Test-Time Inference with Outcome Reward Models for Text-to-SQL Generation from Large Language Models Mattia Tritto Giuseppe Farano Dario Di Palma Gaetano Rossiello Fedelucio Narducci D. Subramanian Tommaso Di Noia 81 0 0 01 Sep 2025
SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence Generation Janghyeon Yun Sang-goo Lee 120 0 0 09 Jun 2025
UNJOIN: Enhancing Multi-Table Text-to-SQL Generation via Schema Simplification Poojah Ganesan Rajat Aayush Jha Dan Roth Vivek Gupta 227 0 0 23 May 2025
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling Jinwang Song Hongying Zan Kunli Zhang Lingling Mu Yingjie Han Haobo Hua Min Peng 235 0 0 20 May 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward Han Weng Puzhen Wu Yuanfeng Song Yi Zhan Boyi Liu ... Qianru Zhang Dong Huang Xiaoming Yin Yang Sun Xing Chen 286 2 0 18 May 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 370 2 0 06 Mar 2025
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs Dai Quoc Nguyen Cong Duy Vu Hoang Duy Vu Gioacchino Tangari Thanh Tien Vu Don Dharmasiri Yuan-Fang Li Long Duong 277 2 0 23 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 328 3 0 17 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 435 10 0 17 Feb 2025
BASE-SQL: A powerful open source Text-To-SQL baseline approach Lei Sheng Shuai-Shuai Xu Wei Xie AI4TS 214 7 0 15 Feb 2025
Mastering the Craft of Data Synthesis for CodeLLMsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Meng Chen Philip Arthur Qianyu Feng Cong Duy Vu Hoang Yu-Heng Hong ... Mark Johnson Kemal Kurniawan Don Dharmasiri Long Duong Yuan-Fang Li SyDa 546 3 0 16 Oct 2024
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs Yung-Chieh Chan George Pu Apaar Shanker Parth Suresh Penn Jenks John Heyer Sam Denton SyDa 342 16 0 29 Sep 2024
Large Language Models are Good Multi-lingual Learners : When LLMs Meet Cross-lingual PromptsInternational Conference on Computational Linguistics (COLING), 2024 Teng Wang Zhenqi He Wing-Yin Yu Xiaojin Fu Xiongwei Han LRM 378 11 0 17 Sep 2024