MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation

13 May 2024

Papers citing "MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation"

35 / 35 papers shown

Title
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language Sijin Sun Liangbin Zhao Ming Deng Xiuju Fu 19 0 0 02 May 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning Josefa Lia Stoisser Marc Boubnovski Martell Julien Fauqueur LMTD ReLM AI4TS LRM 76 0 0 23 Apr 2025
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models Weibin Liao Xin Gao Tianyu Jia Rihong Qiu Yifan Zhu Yang Lin Xu Chu Junfeng Zhao Yasha Wang 33 0 0 03 Apr 2025
Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection Souradip Chakraborty Mohammadreza Pourreza Ruoxi Sun Yiwen Song Nino Scherrer ... Furong Huang Amrit Singh Bedi Ahmad Beirami Hamid Palangi Tomas Pfister 46 0 0 02 Apr 2025
Query and Conquer: Execution-Guided SQL Generation Łukasz Borchmann Marek Wydmuch 32 0 0 31 Mar 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
GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise Karime Maamari Connor Landy Amine Mhedhbi KELM 37 0 0 27 Mar 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 J. Wang Weiming Lu 39 0 0 06 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Haoyang Li Shang Wu Xiaokang Zhang Xinmei Huang J. Zhang ... Tieying Zhang Jianjun Chen Rui Shi H. Chen C. Li SyDa 72 1 0 04 Mar 2025
OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment Xiangjin Xie Guangwei Xu Lingyan Zhao Ruijie Guo AI4TS 36 2 0 19 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 60 1 0 17 Feb 2025
BASE-SQL: A powerful open source Text-To-SQL baseline approach Lei Sheng Shuai-Shuai Xu Wei Xie AI4TS 39 0 0 15 Feb 2025
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Yeounoh Chung Gaurav Tarlok Kakkar Yu Gan Brenton Milne Fatma Ozcan RALM 56 5 0 21 Jan 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 81 1 0 13 Dec 2024
TableGPT2: A Large Multimodal Model with Tabular Data Integration Aofeng Su Aowen Wang Chao Ye Chen Zhou G. Zhang ... Xijun Gu X. Sun X. Li Y. Yang Zhiqing Xiao PINN VLM LMTD 52 5 0 04 Nov 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 17 0 0 15 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 24 23 0 02 Oct 2024
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Hasan Alp Caferoğlu Özgür Ulusoy 38 12 0 25 Sep 2024
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL Ruilin Luo Liyuan Wang Binghuai Lin Zicheng Lin Yujiu Yang LRM 25 5 0 21 Sep 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
MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL Wenxuan Xie Gaochen Wu Bowen Zhou 31 7 0 15 Aug 2024
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models Karime Maamari Fadhil Abubaker Daniel Jaroslawicz Amine Mhedhbi LRM 50 25 0 14 Aug 2024
Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models Guanming Xiong Junwei Bao Hongfei Jiang Yang Song Wen Zhao LRM 31 1 0 09 Aug 2024
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL Arian Askari Christian Poelitz Xinye Tang LLMAG LRM 23 11 0 18 Jun 2024
End-to-end Text-to-SQL Generation within an Analytics Insight Engine Karime Maamari Amine Mhedhbi SyDa 43 4 0 17 Jun 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 61 49 0 12 Jun 2024
CHESS: Contextual Harnessing for Efficient SQL Synthesis Shayan Talaei Mohammadreza Pourreza Yu-Chen Chang Azalia Mirhoseini Amin Saberi 28 48 0 27 May 2024
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 19 7 0 16 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 49 21 0 04 Feb 2024
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 1,114 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021