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RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers

10 November 2019

Bailin Wang

Richard Shin

Xiaodong Liu

Oleksandr Polozov

Matthew Richardson

ArXiv (abs)PDF HTML Github (427★)

Papers citing "RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers"

45 / 45 papers shown

Title
UNJOIN: Enhancing Multi-Table Text-to-SQL Generation via Schema Simplification Poojah Ganesan Rajat Aayush Jha Dan Roth Vivek Gupta 77 0 0 23 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 42 0 0 23 May 2025
REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models Shenyang Liu Saleh Almohaimeed Liqiang Wang 121 0 0 06 Apr 2025
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 109 0 0 05 Apr 2025
Valid Text-to-SQL Generation with Unification-based DeepStochLog Ying Jiao Luc de Raedt G. Marra NAI 85 2 0 17 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 Jun Wang Weiming Lu 112 2 0 06 Mar 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 102 1 0 21 Feb 2025
SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL Jimin Lee Ingeol Baek Byeongjeong Kim Hyunkyung Bae Hwanhee Lee 107 1 0 17 Feb 2025
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL Shuai Lyu Haoran Luo Zhonghong Ou Zhonghong Ou Jiangfeng Sun Yang Qin Xiaoran Shang Meina Song Yifan Zhu AI4TS LRM 124 5 0 17 Feb 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation Zhiqian Qin Yuanfeng Song Jinwei Lu Yuanwei Song Shuaimin Li Chen Zhang 112 0 0 16 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 159 6 0 21 Jan 2025
NL2KQL: From Natural Language to Kusto Query Amir H. Abdi Xinye Tang Jeremias Eichelbaum Mahan Das Alex Klein ... William Blum Daniel L Mace Tanvi Raja Namrata Padmanabhan Ye Xing 132 2 0 20 Jan 2025
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 120 0 0 28 Nov 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 114 2 0 05 Nov 2024
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 83 0 0 01 Oct 2024
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Hasan Alp Caferoğlu Özgür Ulusoy 105 22 0 25 Sep 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 160 1 0 24 Sep 2024
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 117 12 0 16 Dec 2023
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL Longxu Dou Yan Gao Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Jian-Guang Lou 88 26 0 15 Mar 2022
RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases Donghyun Choi M. Shin EungGyun Kim Dong Ryeol Shin 78 129 0 07 Apr 2020
Bertrand-DR: Improving Text-to-SQL using a Discriminative Re-ranker Amol Kelkar R. Relan V. Bhardwaj Saurabh Vaichal Chandra Khatri P. Relan 43 28 0 03 Feb 2020
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions Rui Zhang Tao Yu H. Er Sungrok Shim Eric Xue Xi Lin Tianze Shi Caiming Xiong R. Socher Dragomir R. Radev 70 148 0 02 Sep 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing Ben Bogin Matt Gardner Jonathan Berant 3DV NAI 83 104 0 29 Aug 2019
X-SQL: reinforce schema representation with context Pengcheng He Yi Mao K. Chakrabarti Weizhu Chen 49 89 0 21 Aug 2019
On Identifiability in Transformers Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 65 189 0 12 Aug 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
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing Ben Bogin Matt Gardner Jonathan Berant NAI GNN 51 181 0 15 May 2019
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task Tao Yu Michihiro Yasunaga Kai-Chou Yang Rui Zhang Dongxu Wang Zifan Li Dragomir R. Radev 60 190 0 11 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
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 116 1,245 0 24 Sep 2018
IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles Tianze Shi Kedar Tatwawadi K. Chakrabarti Yi Mao Oleksandr Polozov Weizhu Chen 55 64 0 13 Sep 2018
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text Haitian Sun Bhuwan Dhingra Manzil Zaheer Kathryn Mazaitis Ruslan Salakhutdinov William W. Cohen 84 418 0 04 Sep 2018
Robust Text-to-SQL Generation with Execution-Guided Decoding Chenglong Wang Kedar Tatwawadi Marc Brockschmidt Po-Sen Huang Yi Mao Oleksandr Polozov Rishabh Singh 68 100 0 09 Jul 2018
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 88 279 0 23 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 149 646 0 20 Jun 2018
Coarse-to-Fine Decoding for Neural Semantic Parsing Li Dong Mirella Lapata NAI 76 393 0 12 May 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 182 2,299 0 06 Mar 2018
Natural Language to Structured Query Generation via Meta-Learning Po-Sen Huang Chenglong Wang Rishabh Singh Wen-tau Yih Xiaodong He 68 123 0 02 Mar 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 484 20,265 0 30 Oct 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 134 1,205 0 31 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 803 132,454 0 12 Jun 2017
Learning a Neural Semantic Parser from User Feedback Srini Iyer Ioannis Konstas Alvin Cheung Jayant Krishnamurthy Luke Zettlemoyer 88 348 0 27 Apr 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 435 10,541 0 21 Jul 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 192 1,650 0 16 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014