Text to SQL 论文汇总（NL2SQL/TableQA）

Seq2sql: Generating structured queries from natural language using reinforcement learning
会议：CoRR2017.
作者：Victor Zhong, Caiming Xiong, Richard Socher
链接：https://arxiv.org/abs/1709.00103

Abstract syntax networks for code generation and semantic parsing
会议：ACL2017
作者：Maxim Rabinovich, Mitchell Stern, Dan Klein.
链接：https://arxiv.org/abs/1704.07535

TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation
会议：NAACL 2018. Short Papers.
作者：Tao Yu, Zifan Li, Zilin Zhang, Rui Zhang, Dragomir Radev
链接：https://www.aclweb.org/anthology/N18-2093.pdf

Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
会议：EMNLP 2018.
作者：Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, Dragomir Radev
链接：https://www.aclweb.org/anthology/D18-1425.pdf

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task
会议：EMNLP 2018.
作者：Tao Yu, Michihiro Yasunaga, Kai Yang, Rui Zhang, Dongxu Wang, Zifan Li, Dragomir Radev
链接：https://www.aclweb.org/anthology/D18-1193.pdf

TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
会议：EMNLP 2018.
作者：Pengcheng Yin, Graham Neubig
链接：https://aclanthology.org/D18-2002.pdf

SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning
会议：CoRR 2018
作者：Xiaojun Xu, Chang Liu, DawnSong.
链接：https://arxiv.org/pdf/1711.04436.pdf

Robust Text-to-SQL Generation with Execution-Guided Decoding
会议：CoRR2018
作者：Chenglong Wang, Kedar Tatwawadi, Marc Brockschmidt, Po-Sen Huang, Yi Mao, Oleksandr Polozov, Rishabh Singh.
链接：https://arxiv.org/abs/1807.03100

Coarse-to-Fine Decoding for Neural Semantic Parsing
会议：ACL2018
作者：Li Dong, Mirella Lapata.
链接：https://arxiv.org/abs/1805.04793v1

Improving Text-to-SQL Evaluation Methodology
会议：ACL 2018. Long Papers.
作者：Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, Dragomir Radev
链接：https://www.aclweb.org/anthology/P18-1033.pdf

Semantic Parsing with Syntax- and Table-Aware SQL Generation
会议：ACL2018
作者：Yibo Sun, Duyu Tang, Nan Duan, etc.
链接：https://aclanthology.org/P18-1034.pdf

Graph Enhanced Cross-Domain Text-to-SQL Generation
会议：EMNLP 2019. the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13).
作者：Siyu Huo, Tengfei Ma, Jie Chen, Maria Chang, Lingfei Wu, Michael Witbrock
链接：https://www.aclweb.org/anthology/D19-5319.pdf

Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation
会议：EMNLP 2019.
作者：Dongjun Lee
链接：https://www.aclweb.org/anthology/D19-1624.pdf

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study
会议：EMNLP 2019.
作者：Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
链接：https://www.aclweb.org/anthology/D19-1547.pdf

Data-Anonymous Encoding for Text-to-SQL Generation
会议：EMNLP 2019.
作者：Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang
链接：https://www.aclweb.org/anthology/D19-1543.pdf

Global Reasoning over Database Structures for Text-to-SQL Parsing
会议：EMNLP 2019.
作者：Ben Bogin, Matt Gardner, Jonathan Berant
链接：https://www.aclweb.org/anthology/D19-1378.pdf

Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL
会议：EMNLP 2019.
作者：Haoyan Liu, Lei Fang, Qian Liu, Bei Chen, Jian-Guang Lou, Zhoujun Li
链接：https://www.aclweb.org/anthology/D19-1356.pdf

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
会议：EMNLP 2019.
作者：Tao Yu, Rui Zhang, Heyang Er, Suyi Li, Eric Xue, Bo Pang, Xi Victoria Lin, Yi Chern Tan, Tianze Shi, Zihan Li, Youxuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander Fabbri, Zifan Li, Luyao Chen, Yuwen Zhang, Shreya Dixit, Vincent Zhang, Caiming Xiong, Richard Socher, Walter Lasecki, Dragomir Radev
链接：https://www.aclweb.org/anthology/D19-1204.pdf

SParC: Cross-Domain Semantic Parsing in Context
会议：ACL2019
作者：Tao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan
链接：https://arxiv.org/abs/1906.02285

X-SQL: reinforce schema representation with context
会议：CoRR2019
作者：Pengcheng He, Yi Mao, Kaushik Chakrabarti, Weizhu Chen.
链接：https://arxiv.org/abs/1908.08113

Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing
会议：ACL 2019.
作者：Ben Bogin, Jonathan Berant, Matt Gardner
链接：https://www.aclweb.org/anthology/P19-1448.pdf

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
会议：ACL 2019.
作者：Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang
链接：https://www.aclweb.org/anthology/P19-1444.pdf

RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task
会议：IJCAI 2020.
作者：Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
链接：https://www.ijcai.org/proceedings/2020/0504.pdf

Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing
会议：EMNLP 2020. Findings Short Paper.
作者：Xi Victoria Lin, Richard Socher, Caiming Xiong
链接：https://www.aclweb.org/anthology/2020.findings-emnlp.438.pdf

A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese
会议：EMNLP 2020. Findings Short Paper.
作者：Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen
链接：https://www.aclweb.org/anthology/2020.findings-emnlp.364.pdf

Service-oriented Text-to-SQL Parsing
会议：EMNLP 2020. Findings Short Paper.
作者：Wangsu Hu, Jilei Tian
链接：https://www.aclweb.org/anthology/2020.findings-emnlp.201.pdf

Re-examining the Role of Schema Linking in Text-to-SQL
会议：EMNLP 2020. Long Paper.
作者：Wenqiang Lei, Weixin Wang, Zhixin MA, Tian Gan, Wei Lu, Min-Yen Kan, Tat-Seng Chua
链接：https://www.aclweb.org/anthology/2020.emnlp-main.564.pdf

Semantic Evaluation for Text-to-SQL with Distilled Test Suite
会议：EMNLP 2020. Long Paper.
作者：Ruiqi Zhong, Tao Yu, Dan Klein
链接：https://www.aclweb.org/anthology/2020.emnlp-main.29.pdf

“What Do You Mean by That?” - a Parser-Independent Interactive Approach for Enhancing Text-to-SQL
会议：EMNLP 2020. Long Paper.
作者：Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang LOU, Yan Zhang, Dongmei Zhang
链接：https://www.aclweb.org/anthology/2020.emnlp-main.561.pdf

IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation
会议：EMNLP 2020. Long Paper.
作者：Yitao Cai, Xiaojun Wan
链接：https://www.aclweb.org/anthology/2020.emnlp-main.560.pdf

DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset
会议：EMNLP 2020. Long Paper.
作者：Lijie Wang, Ao Zhang, Kun Wu, Ke Sun, Zhenghua Li, Hua Wu, Min Zhang, Haifeng Wang
链接：https://www.aclweb.org/anthology/2020.emnlp-main.562.pdf

Photon: A Robust Cross-Domain Text-to-SQL System
会议：ACL 2020. System Demonstrations.
作者：Jichuan Zeng, Xi Victoria Lin, Steven C.H. Hoi, Richard Socher, Caiming Xiong, Michael Lyu, Irwin King
链接：https://www.aclweb.org/anthology/2020.acl-demos.24.pdf

RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
会议：ACL 2020.
作者：Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson
链接：https://www.aclweb.org/anthology/2020.acl-main.677.pdf

Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback
会议：ACL 2020.
作者：Ahmed Elgohary, saghar Hosseini, Ahmed Hassan Awadallah
链接：https://www.aclweb.org/anthology/2020.acl-main.187.pdf

Zero-Shot Text-to-SQL Learning with Auxiliary Task
会议：AAAI 2020. AAAI Technical Track: Natural Language Processing.
作者：Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
链接：https://aaai.org/ojs/index.php/AAAI/article/view/6246/6102

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