Dependency-based Hybrid Trees for Semantic Parsing,
Zhanming Jie, Wei Lu, EMNLP, 2018
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, ACL, 2019
Bootstrapping an End-to-End Natural Language Interface for Databases
Nathaniel Weir, Prasetya Utama, SIGMOD, 2019
Neural Semantic Parsing with Anonymization for Command Understanding in General-Purpose Service Robots
Nick Walker, Yu-Tang Peng, Maya Cakmak, RoboCup 2019: Robot World Cup XXIII, 2019
A cross-domain natural language interface to databases using adversarial text method
Wenlu Wang, The VLDB PhD Workshop, 2019
Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing,
Jonathan Herzig, Jonathan Berant, EMNLP, 2019
SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial Comprehension
Jingjing Li, Wenlu Wang, Wei-Shinn Ku, Yingtao Tian, Haixun Wang, ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions
Rui Zhang, Tao Yu, He Yang Er, Sungrok Shim, Eric Xue, Xi Victoria Lin, Tianze Shi, Caiming Xiong, Richard Socher, Dragomir Radev, EMNLP, 2019
Model-based Interactive Semantic Parsing: A Unified Formulation and A Text-to-SQL Case Study
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih, EMNLP, 2019
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL,
Haoyan Liu, Lei Fang, Qian Liu, Bei Chen, Jian-Guang LOU, Zhoujun Li, EMNLP, 2019
Graph Enhanced Cross-Domain Text-to-SQL Generation,
Siyu Huo, Tengfei Ma, Jie Chen, Maria Chang, Lingfei Wu, Michael Witbrock, TextGraphs Workshop, 2019
A Comprehensive Exploration on Spider with Fuzzy Decision Text-to-SQL Model
Q. Li, L. Li, Q. Li, J. Hong, IEEE Transactions on Industrial Informatics, 2019
Domain Adaptation for Low-Resource Neural Semantic Parsing
Alvin Kennardi, Gabriela Ferraro, Qing Wang, ALTA, 2019
Measuring Compositional Generalization: a Comprehensive Method on Realistic Data,
Daniel Keysers, Nathanael Schärli, Nathan Scales, Hylke Buisman, Daniel Furrer, Sergii Kashubin, Nikola Momchev, Danila Sinopalnikov, Lukasz Stafiniak, Tibor Tihon, Dmitry Tsarkov, Xiao Wang, Marc van Zee, Olivier Bousquet, ICLR, 2020
Text-to-SQL Generation for Question Answering on Electronic Medical Records
Ping Wang, Tian Shi, Chandan K. Reddy, WWW, 2020
Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo, AKBC, 2020
Recent Advances in SQL Query Generation: A Survey
Jovan Kalajdjieski, Martina Toshevska, Frosina Stojanovska, 17th International Conference on Informatics and Information Technologies, 2020
DBPal: A Fully Pluggable NL2SQL Training Pipeline
Nathaniel Weir, Prasetya Utama, Alex Galakatos, Andrew Crotty, Amir Ilkhechi, Shekar Ramaswamy, Rohin Bhushan, Nadja Geisler, Benjamin H{"a}ttasch, Steffen Eger, Ugur Çetintemel, Carsten Binnig, Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, 2020
Efficient Deployment of Conversational Natural Language Interfaces over Databases
Anthony Colas, Trung Bui, Franck Dernoncourt, Moumita Sinha, Doo Soon Kim, ACL Workshop on NLI, 2020
Photon: A Robust Cross-Domain Text-to-SQL System,
Jichuan Zeng, Xi Victoria Lin, Steven C.H. Hoi, Richard Socher, Caiming Xiong, Michael Lyu, Irwin King, ACL: Demonstrations, 2020
SParC: Cross-Domain Semantic Parsing in Context,
Tao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li, Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher, Dragomir Radev, ACL, 2019
NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions,
Fuxiang Chen, Seung-won Hwang, Jaegul Choo, Jung-Woo Ha, Sunghun Kim, EMNLP, 2019
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task,
Tao Yu, Michihiro Yasunaga, Kai Yang, Rui Zhang, Dongxu Wang, Zifan Li, Dragomir Radev, EMNLP, 2018
Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation,
Dongjun Lee, EMNLP, 2019
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task,
Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, Dragomir Radev, EMNLP, 2018
A Pilot Study for {C}hinese {SQL} Semantic Parsing,
Qingkai Min, Yuefeng Shi, Yue Zhang, EMNLP, 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases,
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, EMNLP, 2019
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing,
Ben Bogin, Jonathan Berant, Matt Gardner, ACL, 2019
Good-Enough Compositional Data Augmentation,
Jacob Andreas, ACL, 2020
Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach,
Johann Roturier, Brian Schlatter, David Silva Schlatter, Proceedings of Machine Translation Summit XVII Volume 2: Translator, Project and User Tracks, 2019
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs,
Bailin Wang, Ivan Titov, Mirella Lapata, EMNLP, 2019
Learning Programmatic Idioms for Scalable Semantic Parsing,
Srinivasan Iyer, Alvin Cheung, Luke Zettlemoyer, EMNLP, 2019
A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation,
Jan Deriu, Katsiaryna Mlynchyk, Philippe Schl{"a}pfer, Alvaro Rodrigo, Dirk von Gr{"u}nigen, Nicolas Kaiser, Kurt Stockinger, Eneko Agirre, Mark Cieliebak, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers,
Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base
William W. Cohen, Haitian Sun, R. Alex Hofer, Matthew Siegler, ICLR, 2020
Zero-shot Text-to-SQL Learning with Auxiliary Task
Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou, AAAI, 2020
STNS-CSG: Syntax Tree Networks with Self-Attention for Complex SQL Generation
Miaomiao Hong, Bin Wu, Bai Wang, Pengpeng Zhou, IEEE Fourth International Conference on Data Science in Cyberspace, 2019
Generating SQL Statements from Natural Language Queries: A Multitask Learning Approach (S)
Chunqi Chen, Yunxiang Xiong, Beijun Shen, Yuting Chen, The 31st International Conference on Software Engineering & Knowledge Engineering, 2019
Natural language to SQL: Where are we today?
Hyeonji Kim, Byeong-Hoon So, Wook-Shin Han∗ Hongrae Lee, VLDB, 2020
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing
Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee less, ACL, 2020
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task
Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang, IJCAI, 2020
Automatic Extraction of Legal Norms: Evaluation of Natural Language Processing Tools
Gabriela Ferraro, Ho-Pun Lam, Silvano Colombo Tosatto, Francesco Olivieri, Mohammad Badiul Islam, Nick van Beest, Guido Governatori, New Frontiers in Artificial Intelligence, 2019
Semantic Evaluation for Text-to-SQL with Distilled Test Suites
Ruiqi Zhong, Tao Yu, Dan Klein, EMNLP, 2020
ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries
Karthik Radhakrishnan, Arvind Srikantan, Xi Victoria Lin, EMNLP Workshop on Interactive and Executable Semantic Parsing, 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries
Tianze Shi, Chen Zhao, Jordan Boyd-Graber, Hal Daumé III, Lillian Lee, Findings of EMNLP, 2020
Benchmarking Meaning Representations in Neural Semantic Parsing.
Jiaqi Guo, Qian Liu, Jian-Guang Lou, Zhenwen Li, Xueqing Liu, Tao Xie, Ting Liu., EMNLP, 2020
Character-level Representations Improve {DRS}-based Semantic Parsing {E}ven in the Age of {BERT},
Rik van Noord, Antonio Toral, Johan Bos, EMNLP, 2020
Re-examining the Role of Schema Linking in Text-to-{SQL},
Wenqiang Lei, Weixin Wang, Zhixin Ma, Tian Gan, Wei Lu, Min-Yen Kan, Tat-Seng Chua, EMNLP, 2020
DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset,
Lijie Wang, Ao Zhang, Kun Wu, Ke Sun, Zhenghua Li, Hua Wu, Min Zhang, Haifeng Wang, EMNLP, 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, EMNLP, 2020
Sequence-Level Mixed Sample Data Augmentation,
Demi Guo, Yoon Kim, Alexander Rush, EMNLP, 2020
Benchmarking Meaning Representations in Neural Semantic Parsing,
Jiaqi Guo, Qian Liu, Jian-Guang Lou, Zhenwen Li, Xueqing Liu, Tao Xie, Ting Liu, EMNLP, 2020
GRAPPA: Grammar-Augmented Pre-Training for Table Semantic Parsing
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir Radev, Richard Socher, Caiming Xiong, EMNLP Workshop on Interactive and Executable Semantic Parsing, 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, EMNLP Workshop on Interactive and Executable Semantic Parsing, 2020
Neural Approaches for Natural Language Interfaces to Databases: A Survey
Radu Cristian Alexandru Iacob, F. Brad, Elena-Simona Apostol, Ciprian-Octavian Truică, Ionel Alexandru Hosu, Traian Rebedea less, CoLing, 2020
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing
Run-Ze Wang, Zhen-Hua Ling, Jing-Bo Zhou, Yu Hu, AAAI, 2021
Iterative Utterance Segmentation for Neural Semantic Parsing
Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang, AAAI, 2021
Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT
Rik van Noord, Antonio Toral, Johan Bos, EMNLP, 2020
Seq2seq vs sketch filling structure for natural language to sql translation
K. Ahkouk, M. Machkour, K. Majhadi, R. Mama, International Conference on Smart City Applications, 2020
Transformer Semantic Parsing
Gabriela Ferraro, Hanna Suominen, ALTA, 2020
Introducing Natural Language Interface to Databases for Data-Driven Small and Medium Enterprises
Dejan Radovanovic, Data Science - Analytics and Applications, 2021