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When translating natural language questions into SQL queries to answer questions from a database, we would like our methods to generalize to domains and database schemas outside of the training set.
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John M. Zelle and Raymond J. Mooney · 1996
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Lappoon R. Tang and Raymond J. Mooney · 2000
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Towards a theory of natural language interfaces to databases
Ana-Maria Popescu, Oren Etzioni, , and Henry Kautz · 2003
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Modern Natural Language Interfaces to Databases: Composing Statistical Parsing with Semantic Tractability
Ana-Maria Popescu, Alex Armanasu, Oren Etzioni, David Ko, and Alexander Yates · 2004
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Improving Text-to-SQL Evaluation Methodology
Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, and Dragomir Radev · 2018
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Tao Yu, Michihiro Yasunaga, Kai Yang, Rui Zhang, Dongxu Wang, Zifan Li, and Dragomir Radev · 2018
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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, and Dragomir Radev · 2018
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Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
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Pengcheng Yin and Graham Neubig · 2017
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Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
Victor Zhong, Caiming Xiong, and Richard Socher · 2017
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Coarse-to-Fine Decoding for Neural Semantic Parsing
Li Dong and Mirella Lapata · 2018
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Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, and Dragomir Radev · 2018
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Salesforce, March 2019
A large annotated semantic parsing corpus for developing natural language interfaces.: Salesforce/WikiSQL · 2019
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Peter Shaw, Jakob Uszkoreit, and Ashish Vaswani · 2074
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Tao Yu, Zifan Li, Zilin Zhang, Rui Zhang, and Dragomir Radev · 2093
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