Grammar-based Neural Text-to-SQL Generation.

作者: Jonathan Berant , Matt Gardner , Ben Bogin , Mark Neumann , Kevin Lin

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摘要: … The two datasets we experiment with were designed to test different aspects of the text-toSQL task, and thus we include different parts of the model in each dataset to address them. Our …

参考文章(34)
Ravi Sethi, Jeffrey D. Ullman, Alfred V. Aho, Compilers: Principles, Techniques, and Tools ,(1986)
Luke S. Zettlemoyer, Michael Collins, Learning to map sentences to logical form: structured classification with probabilistic categorial grammars uncertainty in artificial intelligence. pp. 658- 666 ,(2005)
Yoshua Bengio, Xavier Glorot, Understanding the difficulty of training deep feedforward neural networks international conference on artificial intelligence and statistics. pp. 249- 256 ,(2010)
Bryan Ford, Parsing expression grammars: a recognition-based syntactic foundation symposium on principles of programming languages. ,vol. 39, pp. 111- 122 ,(2004) , 10.1145/964001.964011
Sepp Hochreiter, Jürgen Schmidhuber, Long short-term memory Neural Computation. ,vol. 9, pp. 1735- 1780 ,(1997) , 10.1162/NECO.1997.9.8.1735
Charles T. Hemphill, John J. Godfrey, George R. Doddington, The ATIS spoken language systems pilot corpus human language technology. pp. 96- 101 ,(1990) , 10.3115/116580.116613
Slav Petrov, Leon Barrett, Romain Thibaux, Dan Klein, Learning Accurate, Compact, and Interpretable Tree Annotation meeting of the association for computational linguistics. pp. 433- 440 ,(2006) , 10.3115/1220175.1220230
I. Androutsopoulos, G.D. Ritchie, P. Thanisch, Natural language interfaces to databases – an introduction Natural Language Engineering. ,vol. 1, pp. 29- 81 ,(1995) , 10.1017/S135132490000005X
Kenton Lee, Yoav Artzi, Jesse Dodge, Luke Zettlemoyer, Context-dependent Semantic Parsing for Time Expressions Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). pp. 1437- 1447 ,(2014) , 10.3115/V1/P14-1135
Ana-Maria Popescu, Oren Etzioni, Henry Kautz, Towards a theory of natural language interfaces to databases intelligent user interfaces. pp. 327- 327 ,(2003) , 10.1145/604045.604070