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A significant amount of information in today's world is stored in structured and semi-structured knowledge bases.
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Freebase: a collaboratively created graph database for structuring human knowledge
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Learning structured natural language representations for semantic parsing
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Semantic parsing with combinatory categorial grammars
Yoav Artzi, Nicholas FitzGerald, and Luke S Zettlemoyer · 2013
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Abstract meaning representation for sembanking
Laura Banarescu, Claire Bonial, Shu Cai, Madalina Georgescu, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Martha Palmer, and Nathan Schneider · 2013
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Semantic parsing on freebase from question-answer pairs
Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang · 2013
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Counterfactual reasoning and learning systems: The example of computational advertising
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Learning a neural semantic parser from user feedback
Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Jayant Krishnamurthy, and Luke Zettlemoyer · 2017
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Search-based neural structured learning for sequential question answering
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Neural semantic parsing with type constraints for semi-structured tables
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A corpus of natural language for visual reasoning
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A syntactic neural model for general-purpose code generation
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
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