SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM
Synergy

SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy

19 July 2024

Jun Wang

Hang Yu

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Papers citing "SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy"

12 / 12 papers shown

Title
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Ali Al-Lawati Jason Lucas Prasenjit Mitra LMTD 129 0 0 06 Jan 2025
MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning Bingchang Liu Chaoyu Chen Cong Liao Zi Gong Huan Wang ... Dajun Chen Min Shen Hailian Zhou Hang Yu Jianguo Li MoMe 74 29 0 04 Nov 2023
C3: Zero-shot Text-to-SQL with ChatGPT Xuemei Dong Chuxu Zhang Yuhang Ge Yuren Mao Yunjun Gao Lu Chen Jinshu Lin Dongfang Lou 68 148 0 14 Jul 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 128 418 0 04 May 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction Mohammadreza Pourreza Davood Rafiei ReLM LRM 78 354 0 21 Apr 2023
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi Jingyao Tang Ziwei He Xiangpeng Wan Yu-Jie Cheng Chenghu Zhou Xinbing Wang Quanshi Zhang Zhouhan Lin LMTD 68 113 0 14 May 2022
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 219 392 0 10 Sep 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 75 92 0 22 Jun 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 390 1,392 0 17 Jan 2021
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 104 594 0 10 Nov 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation Jiaqi Guo Zecheng Zhan Yan Gao Yan Xiao Jian-Guang Lou Ting Liu Dongmei Zhang 68 385 0 20 May 2019
An Encoder-Decoder Framework Translating Natural Language to Database Queries Ruichu Cai Boyan Xu Xiaoyan Yang Zhenjie Zhang Zijian Li Zhihao Liang 3DV 93 70 0 16 Nov 2017