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Natural language interfaces to databases (NLIDB) democratize end user access to relational data.
A comprehensive exploration on wikisql with table-aware word contextualization
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Grammar-based neural text-to-sql generation
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Global reasoning over database structures for text-to-sql parsing
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Editing-based SQL query generation for cross-domain context-dependent questions
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Huggingface’s transformers: State-of-the-art natural language processing
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Learning to parse database queries using inductive logic programming
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Achille C Varzi. 2001 · 2001
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Bertrand-dr: Improving text-to-sql using a discriminative re-ranker
Amol Kelkar, Rohan Relan, Vaishali Bhardwaj, Saurabh Vaichal, and Peter Relan. 2020 · 2002
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Towards a theory of natural language interfaces to databases
Ana-Maria Popescu, Oren Etzioni, and Henry A. Kautz. 2003 · 2003
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DongHyun Choi, Myeong Cheol Shin, EungGyun Kim, and Dong Ryeol Shin. 2020 · 2004
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Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars
Luke S. Zettlemoyer and Michael Collins. 2005 · 2005
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Contextual phenomena and thematic relations in database QA dialogues: results from a wizard-of-Oz experiment
Núria Bertomeu, Hans Uszkoreit, Anette Frank, Hans-Ulrich Krieger, and Brigitte Jörg. 2006 · 2006
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Nalir: an interactive natural language interface for querying relational databases
Fei Li and Hosagrahar Visvesvaraya Jagadish. 2014 · 2014
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Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
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Semantic parsing of ambiguous input through paraphrasing and verification
Philip Arthur, Graham Neubig, Sakriani Sakti, Tomoki Toda, and Satoshi Nakamura. 2015 · 2015
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
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Confidence modeling for neural semantic parsing
Li Dong, Chris Quirk, and Mirella Lapata. 2018 · 2018
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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 R. Radev. 2018 · 2018
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Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers . Association for Computational Linguistics
Iryna Gurevych and Yusuke Miyao, editors. 2018 · 2018
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Know what you don’t know: Unanswerable questions for squad
Pranav Rajpurkar, Robin Jia, and Percy Liang. 2018 · 2018
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Execution-guided neural program decoding
Chenglong Wang, Po-Sen Huang, Alex Polozov, Marc Brockschmidt, and Rishabh Singh. 2018 · 2018
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Semantic parsing of ambiguous input using multi synchronous grammars
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Language to logical form with neural attention
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Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
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Eviza: A natural language interface for visual analysis
Vidya Setlur, Sarah E. Battersby, Melanie Tory, Rich Gossweiler, and Angel X. Chang. 2016 · 2016
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Neural symbolic machines: Learning semantic parsers on freebase with weak supervision
Chen Liang, Jonathan Berant, Quoc V. Le, Kenneth D. Forbus, and Ni Lao. 2017 · 2017
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A semantic parsing method for mapping clinical questions to logical forms
Kirk Roberts and Braja Gopal Patra. 2017 · 2017
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Get to the point: Summarization with pointer-generator networks
Abigail See, Peter J. Liu, and Christopher D. Manning. 2017a · 2017
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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 R. Radev. 2018 · 2018
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SWAG: A large-scale adversarial dataset for grounded commonsense inference
Rowan Zellers, Yonatan Bisk, Roy Schwartz, and Yejin Choi. 2018 · 2018
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Representing schema structure with graph neural networks for text-to-sql parsing
Ben Bogin, Jonathan Berant, and Matt Gardner. 2019a · 2019
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BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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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, and Dongmei Zhang. 2019 · 2019
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Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers . Association for Computational Linguistics
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Towards comprehensive description generation from factual attribute-value tables
Tianyu Liu, Fuli Luo, Pengcheng Yang, Wei Wu, Baobao Chang, and Zhifang Sui. 2019 · 2019
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Inferencing underspecified natural language utterances in visual analysis
Vidya Setlur, Melanie Tory, and Alex Djalali. 2019 · 2019
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Model-based interactive semantic parsing: A unified framework and A text-to-sql case study
Ziyu Yao, Yu Su, Huan Sun, and Wen-tau Yih. 2019 · 2019
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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, and Dragomir R. Radev. 2019b · 2019
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