DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models

2 February 2024

Papers citing "DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models"

17 / 17 papers shown

Title
Pandora: A Code-Driven Large Language Model Agent for Unified Reasoning Across Diverse Structured Knowledge Yongrui Chen Junhao He Linbo Fu Shenyu Zhang Rihui Jin ... Nan Hu Y. Zhang Guilin Qi Yi Huang Tongtong Wu 33 0 0 17 Apr 2025
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL Mohammadreza Pourreza Shayan Talaei Ruoxi Sun Xingchen Wan Hailong Li Azalia Mirhoseini Amin Saberi Sercan Ö. Arik ReLM AI4TS LRM 42 1 0 29 Mar 2025
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL Yang Qin Chao Chen Z. Fu Ze Chen Dezhong Peng Peng Hu Jieping Ye 84 1 0 13 Dec 2024
RSL-SQL: Robust Schema Linking in Text-to-SQL Generation Zhenbiao Cao Yuanlei Zheng Zhihao Fan Xiaojin Zhang Wei Chen Xiang Bai 81 8 0 31 Oct 2024
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation S. Gorti Ilan Gofman Zhaoyan Liu Jiapeng Wu Noël Vouitsis Guangwei Yu Jesse C. Cresswell Rasa Hosseinzadeh SyDa 41 6 0 16 Oct 2024
LR-SQL: A Supervised Fine-Tuning Method for Text2SQL Tasks under Low-Resource Scenarios Wen Wuzhenghong Zhang Yongpan Pan Su Sun Yuwei Lu Pengwei Ding Cheng 25 0 0 15 Oct 2024
TableRAG: Million-Token Table Understanding with Language Models Si-An Chen Lesly Miculicich Julian Martin Eisenschlos Zifeng Wang Zilong Wang Yanfei Chen Yasuhisa Fujii Hsuan-Tien Lin Chen-Yu Lee Tomas Pfister LMTD RALM 40 11 0 07 Oct 2024
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL Mohammadreza Pourreza Hailong Li Ruoxi Sun Yeounoh Chung Shayan Talaei Gaurav Tarlok Kakkar Yu Gan Amin Saberi Fatma Ozcan Sercan Ö. Arik LRM 32 23 0 02 Oct 2024
Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement Shouvon Sarker Xishuang Dong Xiangfang Li Lijun Qian AI4TS 21 2 0 02 Oct 2024
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Ali Mohammadjafari Anthony Maida Raju N. Gottumukkala AI4TS 36 5 0 01 Oct 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
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 69 50 0 12 Jun 2024
CHESS: Contextual Harnessing for Efficient SQL Synthesis Shayan Talaei Mohammadreza Pourreza Yu-Chen Chang Azalia Mirhoseini Amin Saberi 33 50 0 27 May 2024
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL Dayton G. Thorpe Andrew J. Duberstein Ian A. Kinsey 32 4 0 19 Apr 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 303 11,881 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 211 1,656 0 15 Oct 2021
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 275 1,583 0 18 Sep 2019