Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect

22 August 2022

Yue Zhang

Papers citing "Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect"

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Title
ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects Jipeng Zhang Haolin Yang Kehao Miao Ruiyuan Zhang Renjie Pi Jiahui Gao Xiaofang Zhou 173 0 0 22 May 2025
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs Dai Quoc Nguyen Cong Duy Vu Hoang Duy Vu Gioacchino Tangari Thanh Tien Vu Don Dharmasiri Yuan-Fang Li Long Duong 105 0 0 23 Feb 2025
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 163 74 0 12 Jun 2024
HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing Yanzhao Zheng Haibin Wang B. Dong Xingjun Wang Changshan Li 92 33 0 14 Mar 2022
S $^2$ SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Binyuan Hui Ruiying Geng Lihan Wang Bowen Qin Bowen Li Jian Sun Yongbin Li 61 56 0 14 Mar 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 108 304 0 16 Jan 2022
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Yuanfeng Song Raymond Chi-Wing Wong Xuefang Zhao Di Jiang 63 13 0 04 Jan 2022
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Ruichu Cai Jinjie Yuan Boyan Xu Zhifeng Hao 84 64 0 01 Nov 2021
mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer M. A. José Fabio Gagliardi Cozman LMTD 76 11 0 07 Oct 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 106 42 0 22 Sep 2021
SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina A. Osokin 71 14 0 13 Sep 2021
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning Yongrui Chen Xinnan Guo Chaojie Wang Jian Qiu Guilin Qi Meng Wang Huiying Li LMTD VLM 48 10 0 12 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 219 394 0 10 Sep 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 242 4,017 0 28 Jul 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 75 92 0 22 Jun 2021
End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task Peng Shi Tao Yu Patrick Ng Zhiguo Wang 37 2 0 17 Jun 2021
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data Moshe Hazoom Vibhor Malik Ben Bogin 75 50 0 09 Jun 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution Yujian Gan Xinyun Chen Qiuping Huang Matthew Purver J. Woodward Jinxia Xie Pengsheng Huang AAML 82 113 0 02 Jun 2021
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations Jonathan Herzig Peter Shaw Ming-Wei Chang Kelvin Guu Panupong Pasupat Yuan Zhang AI4CE 69 69 0 15 Apr 2021
Learning to Synthesize Data for Semantic Parsing Bailin Wang Wenpeng Yin Xi Lin Caiming Xiong 59 51 0 12 Apr 2021
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser Zhi Chen Lu Chen Yanbin Zhao Ruisheng Cao Zihan Xu Su Zhu Kai Yu 127 55 0 10 Apr 2021
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing Kun Wu Lijie Wang Zhenghua Li Ao Zhang Xinyan Xiao Hua Wu Min Zhang Haifeng Wang 57 35 0 03 Mar 2021
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Binyuan Hui Ruiying Geng Qiyu Ren Binhua Li Yongbin Li Jian Sun Fei Huang Luo Si Pengfei Zhu Xiao-Dan Zhu 78 19 0 05 Jan 2021
Optimizing Deeper Transformers on Small Datasets Peng Xu Dhruv Kumar Wei Yang Wenjie Zi Keyi Tang Chenyang Huang Jackie C.K. Cheung S. Prince Yanshuai Cao AI4CE 95 69 0 30 Dec 2020
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Peng Shi Patrick Ng Zhiguo Wang Henghui Zhu Alexander Hanbo Li Jun Wang Cicero Nogueira dos Santos Bing Xiang 67 117 0 18 Dec 2020
Mention Extraction and Linking for SQL Query Generation Jianqiang Ma Zeyu Yan Shuai Pang Yang Zhang Jianping Shen 83 29 0 18 Dec 2020
"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL Yuntao Li Bei Chen Qian Liu Yan Gao Jian-Guang Lou Yan Zhang Dongmei Zhang 53 16 0 09 Nov 2020
SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language Ning Li Bethany Keller M. Butler Daniel Cer 50 8 0 07 Nov 2020
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 85 187 0 24 Oct 2020
Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL Yusen Zhang Xiangyu Dong Shuaichen Chang Tao Yu Peng Shi Rui Zhang OOD 90 15 0 23 Oct 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries Tianze Shi Chen Zhao Jordan L. Boyd-Graber Hal Daumé Lillian Lee 70 80 0 21 Oct 2020
DuoRAT: Towards Simpler Text-to-SQL Models Torsten Scholak Raymond Li Dzmitry Bahdanau H. D. Vries C. Pal AI4TS 90 27 0 21 Oct 2020
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Silei Xu Sina J. Semnani Giovanni Campagna M. Lam 68 52 0 09 Oct 2020
Semantic Evaluation for Text-to-SQL with Distilled Test Suites Ruiqi Zhong Tao Yu Dan Klein 65 134 0 06 Oct 2020
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese A. Nguyen M. Dao Dat Quoc Nguyen 74 54 0 05 Oct 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 90 100 0 16 Sep 2020
Hybrid Ranking Network for Text-to-SQL Qin Lyu K. Chakrabarti Shobhit Hathi Souvik Kundu Jianwen Zhang Zheng Chen AIMat 63 85 0 11 Aug 2020
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel RALM LMTD 101 608 0 17 May 2020
Recent Advances in SQL Query Generation: A Survey Jovan Kalajdjieski Martina Toshevska Frosina Stojanovska AI4TS 19 4 0 15 May 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback Ahmed Elgohary Saghar Hosseini Ahmed Hassan Awadallah 85 69 0 05 May 2020
An Imitation Game for Learning Semantic Parsers from User Interaction Ziyu Yao Yiqi Tang Wen-tau Yih Huan Sun Yu-Chuan Su 76 35 0 02 May 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 109 595 0 10 Nov 2019
Byte-Pair Encoding for Text-to-SQL Generation Samuel G. Müller Andreas Vlachos AIMat 34 2 0 20 Oct 2019
Content Enhanced BERT-based Text-to-SQL Generation Tonglei Guo Huilin Gao 73 46 0 16 Oct 2019
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study Ziyu Yao Yu-Chuan Su Huan Sun Wen-tau Yih 78 78 0 11 Oct 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Tao Yu Rui Zhang H. Er Suyi Li Eric Xue ... Vincent Zhang Caiming Xiong R. Socher Walter S. Lasecki Dragomir R. Radev 55 234 0 11 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
SParC: Cross-Domain Semantic Parsing in Context Tao Yu Rui Zhang Michihiro Yasunaga Y. Tan Xi Lin ... Jonathan Kraft Vincent Zhang Caiming Xiong R. Socher Dragomir R. Radev 74 192 0 05 Jun 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
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