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Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models

Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models

22 March 2025
Wenqi Pei
Hailing Xu
Hengyuan Zhao
Shizheng Hou
Han Chen
Zining Zhang
Pingyi Luo
Bingsheng He
ArXivPDFHTML

Papers citing "Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models"

5 / 5 papers shown
Title
C3: Zero-shot Text-to-SQL with ChatGPT
C3: Zero-shot Text-to-SQL with ChatGPT
Xuemei Dong
Chuxu Zhang
Yuhang Ge
Yuren Mao
Yunjun Gao
Lu Chen
Jinshu Lin
Dongfang Lou
32
135
0
14 Jul 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for
  Large-Scale Database Grounded Text-to-SQLs
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
72
382
0
04 May 2023
IRNet: A General Purpose Deep Residual Regression Framework for
  Materials Discovery
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery
Dipendra Jha
Logan T. Ward
Zijiang Yang
C. Wolverton
Ian Foster
W. Liao
A. Choudhary
Ankit Agrawal
PINN
19
44
0
07 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language
  Understanding
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
577
93,936
0
11 Oct 2018
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain
  Semantic Parsing and Text-to-SQL Task
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
Tao Yu
Rui Zhang
Kai-Chou Yang
Michihiro Yasunaga
Dongxu Wang
...
Irene Li
Qingning Yao
Shanelle Roman
Zilin Zhang
Dragomir R. Radev
RALM
46
1,203
0
24 Sep 2018
1