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

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

6 August 2024

Min Yang

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

8 / 8 papers shown

Title
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward Han Weng Boyi Liu Yuanfeng Song Dun Zeng Yingxiang Yang Yi Zhan Longjie Cui Xiaoming Yin Yang Sun 0 0 0 18 May 2025
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs D. Q. Nguyen Cong Duy Vu Hoang Duy Vu Gioacchino Tangari Thanh Vu Don Dharmasiri Yuan-Fang Li Long Duong 49 0 0 23 Feb 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 65 1 0 17 Feb 2025
Mastering the Craft of Data Synthesis for CodeLLMs 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 60 1 0 16 Oct 2024
Large Language Models are Good Multi-lingual Learners : When LLMs Meet Cross-lingual Prompts Teng Wang Zhenqi He Wing-Yin Yu Xiaojin Fu Xiongwei Han LRM 50 5 0 17 Sep 2024
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 51 41 0 22 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 77 78 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 154 374 0 10 Sep 2021