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LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations

Annual Meeting of the Association for Computational Linguistics (ACL), 2021

2 June 2021

Papers citing "LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations"

50 / 101 papers shown

Title
AutoLink: Autonomous Schema Exploration and Expansion for Scalable Schema Linking in Text-to-SQL at Scale Z. Wang Y. Zheng Zhenbiao Cao Xiaojin Zhang Zhongyu Wei Pei Fu Zhenbo Luo Wei Chen Xiang Bai 168 0 0 21 Nov 2025
Prompt Engineering Techniques for Context-dependent Text-to-SQL in ArabicIEEE International Joint Conference on Neural Network (IJCNN), 2025 Saleh Almohaimeed May Alsofyani Saad Almohaimeed Mansour Al Ghanim Liqiang Wang 112 0 0 16 Nov 2025
Thinkquel: A Model Dedicated to Text-to-dbt Using Synthetic Data and a Span-Aware Objective Anni Li Aria Attar Paul Dong LRM 175 0 0 30 Sep 2025
Evaluating NL2SQL via SQL2NL Mohammadtaher Safarzadeh Afshin Oroojlooyjadid Dan Roth 72 0 0 04 Sep 2025
Confidence Estimation for Text-to-SQL in Large Language Models Sepideh Entezari Maleki Mohammadreza Pourreza Davood Rafiei 96 1 0 08 Aug 2025
RetrySQL: text-to-SQL training with retry data for self-correcting query generation Alicja Rączkowska Riccardo Belluzzo Piotr Zieliński Joanna Baran Paweł Olszewski SyDa LRM 317 0 0 03 Jul 2025
Text2VectorSQL: Towards a Unified Interface for Vector Search and SQL Queries Zhengren Wang D. Yao Bozhou Li Dongsheng Ma Bo Li Zhiyu Li Feiyu Xiong Bin Cui Linpeng Tang W. Zhang 114 0 0 29 Jun 2025
FinStat2SQL: A Text2SQL Pipeline for Financial Statement Analysis Quang Hung Nguyen Phuong Anh Trinh Phan Quoc Hung Mai Tuan Phong Trinh 111 1 0 29 Jun 2025
Schema-R1: A reasoning training approach for schema linking in Text-to-SQL Task Wuzhenghong Wen Su Pan yuwei Sun ReLM LRM 231 0 0 13 Jun 2025
SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes Wenxuan Xie Yaxun Dai Wenhao Jiang AI4TS LRM 204 1 0 08 Jun 2025
Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages Yongdong chi Hanqing Wang Zonghan Yang Jian Yang Xiao Yan Yun-Nung Chen Guanhua Chen 216 0 0 01 Jun 2025
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ruisheng Cao Hanchong Zhang Tiancheng Huang Zhangyi Kang Yuxin Zhang ... Hanqi Li Yuxun Miao Shuai Fan Xiaoou Liu Kai Yu 343 1 0 26 May 2025
SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases AmirHossein Safdarian Milad Mohammadi Ehsan Jahanbakhsh Mona Shahamat Naderi Heshaam Faili 171 0 0 23 May 2025
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Tengjun Jin Yuxuan Zhu Daniel Kang LMTD ELM 305 7 0 07 Apr 2025
Sigma: A dataset for text-to-code semantic parsing with statistical analysisInternational Conference on Machine Learning and Applications (ICMLA), 2023 Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 255 1 0 05 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 O. Arik ReLM AI4TS LRM 382 35 0 29 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at ScaleProceedings of the VLDB Endowment (PVLDB), 2025 Haoyang Li Shang Wu Yanling Wang Xinmei Huang Jing Zhang ... Tieying Zhang Jianjun Chen Rui Shi Zeyang Zhang Xuefei Liu SyDa 442 48 0 04 Mar 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 277 7 0 18 Jan 2025
Grounding Natural Language to SQL Translation with Data-Based Self-ExplanationsIEEE International Conference on Data Engineering (ICDE), 2024 Yuankai Fan Tonghui Ren Can Huang Zhenying He Boyu Han LRM 386 7 0 05 Nov 2024
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment Qinfeng Li Yangfan Xie Xuhong Zhang Yangfan Xie Zhiqiang Shen ... Xinkui Zhao Hao Peng Yuxiang Cai Xuhong Zhang Jianwei Yin 184 7 0 16 Oct 2024
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQLInternational Conference on Learning Representations (ICLR), 2024 Mohammadreza Pourreza Hailong Li Ruoxi Sun Yeounoh Chung Shayan Talaei Gaurav Tarlok Kakkar Yu Gan Amin Saberi Fatma Ozcan Sercan O. Arik LRM 232 110 0 02 Oct 2024
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 448 2 0 01 Oct 2024
DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL Lixia Wu Peng Li Junhong Lou Lei Fu 171 9 0 24 Sep 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge InjectionEuropean Conference on Artificial Intelligence (ECAI), 2024 Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 403 3 0 24 Sep 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 166 24 0 15 Aug 2024
Synthesizing Text-to-SQL Data from Weak and Strong LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Jiaxi Yang Binyuan Hui Min Yang Jian Yang Junyang Lin Chang Zhou SyDa 185 62 0 06 Aug 2024
RH-SQL: Refined Schema and Hardness Prompt for Text-to-SQL J. Yi Guo Chen Zixiang Shen 154 2 0 13 Jun 2024
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models Zhuoyang Li Liran Deng Hui Liu Qiaoqiao Liu Junzhao Du RALM 161 7 0 04 Jun 2024
CHESS: Contextual Harnessing for Efficient SQL Synthesis Shayan Talaei Mohammadreza Pourreza Yu-Chen Chang Azalia Mirhoseini Amin Saberi 347 135 0 27 May 2024
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation Ge Qu Jinyang Li Bowen Li Bowen Qin Nan Huo Chenhao Ma Reynold Cheng 219 59 0 24 May 2024
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQLNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Yutong Shao N. Nakashole 222 3 0 03 Apr 2024
PURPLE: Making a Large Language Model a Better SQL Writer Tonghui Ren Yuankai Fan Zhenying He Ren Huang Jiaqi Dai Can Huang Yinan Jing Kai Zhang Yifan Yang Hadjer Benkraouda 242 53 0 29 Mar 2024
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation Bin Zhang Yuxiao Ye Guoqing Du Xiaoru Hu Zhishuai Li Sun Yang Chi Harold Liu Rui Zhao Ziyue Li Hangyu Mao LMTD 330 55 0 05 Mar 2024
Metasql: A Generate-then-Rank Framework for Natural Language to SQL Translation Yuankai Fan Zhenying He Tonghui Ren Can Huang Yinan Jing Kai Zhang Hadjer Benkraouda 169 20 0 27 Feb 2024
CodeS: Towards Building Open-source Language Models for Text-to-SQL Haoyang Li Jing Zhang Hanbing Liu Ju Fan Yanling Wang Jun Zhu Renjie Wei Hongyan Pan Cuiping Li Hong Chen ELM AI4TS 309 210 0 26 Feb 2024
Structure Guided Large Language Model for SQL Generation Qinggang Zhang Hao-Heng Chen Hao Chen Wentao Li Feiran Huang Xiao Huang 259 12 0 19 Feb 2024
Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm Yuanzhen Xie Xinzhou Jin Tao Xie Mingxiong Lin Liang Chen Chenyun Yu Lei Cheng Chengxiang Zhuo Bo Hu Zang Li 258 41 0 16 Feb 2024
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models Mohammadreza Pourreza Davood Rafiei 170 55 0 02 Feb 2024
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis Chao Zhang Yuren Mao Yijiang Fan Yu Mi Yunjun Gao Lu Chen Dongfang Lou Jinshu Lin 300 56 0 19 Jan 2024
Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMsKnowledge Discovery and Data Mining (KDD), 2024 Junjie Wang Dan Yang Binbin Hu Yue Shen Wen Zhang Jinjie Gu LRM 253 6 0 09 Jan 2024
Translating Natural Language Queries to SQL Using the T5 ModelIEEE Systems Conference (SysCon), 2023 Albert Wong Lien Pham Young Lee Shek Chan Razel Sadaya Y. Khmelevsky Mathias Clement Florence Wing Yau Cheng Joe Mahony Michael Ferri 153 2 0 12 Dec 2023
Decoupling SQL Query Hardness Parsing for Text-to-SQL J. Yi Guo Chen 237 5 0 11 Dec 2023
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL Ruisheng Cao Hanchong Zhang Hongshen Xu Jieyu Li Da Ma Lu Chen Kai Yu 276 3 0 28 Oct 2023
Evaluating Cross-Domain Text-to-SQL Models and BenchmarksConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Mohammadreza Pourreza Davood Rafiei 182 26 0 27 Oct 2023
Natural Language Interfaces for Tabular Data Querying and Visualization: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Weixu Zhang Yifei Wang Wailing Ng Victor Junqiu Wei Yuxing Tian Yiyan Qi Jonathan H. Chan Raymond Chi-Wing Wong Haiqin Yang LMTD 325 41 0 27 Oct 2023
SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation A. Bazaga Pietro Lio G. Micklem 283 4 0 27 Oct 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-ThoughtConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hanchong Zhang Ruisheng Cao Lu Chen Hongshen Xu Kai Yu LRM ReLM 156 76 0 26 Oct 2023
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic ParsingNeural Information Processing Systems (NeurIPS), 2023 Yongrui Chen Shenyu Zhang Guilin Qi Xinnan Guo CLL 211 10 0 07 Oct 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 217 212 0 14 Jul 2023
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision ChainInternational Conference on Neural Information Processing (ICONIP), 2023 Chunxi Guo Zhiliang Tian Jintao Tang Shasha Li Zhihua Wen Kaixuan Wang Ting Wang RALM 178 21 0 11 Jul 2023