Learning Synchronous Grammars for Semantic Parsing with Lambda Calculus

Learning Synchronous Grammars for Semantic Parsing with Lambda Calculus (2007)

by Yuk Wah Wong , Raymond J. Mooney

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Datum	Value	Source
TITLE	Learning Synchronous Grammars for Semantic Parsing with Lambda Calculus	SVM HeaderParse 0.2
AUTHOR NAME	Yuk Wah Wong	user correction
AUTHOR NAME	Raymond J. Mooney	user correction
ABSTRACT	This paper presents the first empirical results to our knowledge on learning synchronous grammars that generate logical forms. Using statistical machine translation techniques, a semantic parser based on a synchronous context-free grammar augmented with λ-operators is learned given a set of training sentences and their correct logical forms. The resulting parser is shown to be the best-performing system so far in a database query domain.	user correction
YEAR	2007	user correction
CITATIONS	18 found	ParsCit 1.0