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EMNLP
2011

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Lexical Generalization in CCG Grammar Induction for Semantic Parsing

12 years 8 months ago

We consider the problem of learning factored probabilistic CCG grammars for semantic parsing from data containing sentences paired with logical-form meaning representations. Tradi...

Tom Kwiatkowski, Luke S. Zettlemoyer, Sharon Goldw...

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34

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CICLING
2007
Springer

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Learning for Semantic Parsing

14 years 2 months ago

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Semantic parsing is the task of mapping a natural language sentence into a complete, formal meaning representation. Over the past decade, we have developed a number of machine lear...

Raymond J. Mooney

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42

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JMLR
2012

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Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing

11 years 11 months ago

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Open-text semantic parsers are designed to interpret any statement in natural language by inferring a corresponding meaning representation (MR – a formal representation of its s...

Antoine Bordes, Xavier Glorot, Jason Weston, Yoshu...

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37

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ACL
2007

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Learning Synchronous Grammars for Semantic Parsing with Lambda Calculus

13 years 10 months ago

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This paper presents the ﬁrst empirical results to our knowledge on learning synchronous grammars that generate logical forms. Using statistical machine translation techniques, a...

Yuk Wah Wong, Raymond J. Mooney

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25

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EMNLP
2010

116views Natural Language Processing» more EMNLP 2010»

A Unified Framework for Scope Learning via Simplified Shallow Semantic Parsing

13 years 6 months ago