Semantic Parsing

Semantic Parsing is the task of transducing natural language utterances into formal meaning representations. The target meaning representations can be defined according to a wide variety of formalisms. This include linguistically-motivated semantic representations that are designed to capture the meaning of any sentence such as λ-calculus or the abstract meaning representations. Alternatively, for more task-driven approaches to Semantic Parsing, it is common for meaning representations to represent executable programs such as SQL queries, robotic commands, smart phone instructions, and even general-purpose programming languages like Python and Java. Source: [Tranx: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation ](
相关学科: Text-To-SqlSeq2SeqKnowledge Base Question AnsweringSemantic Role LabelingSemantic Dependency ParsingQuestion AnsweringNatural Language UnderstandingSlot FillingSpoken Language UnderstandingDependency Parsing









Yoshua Bengio

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Michael I. Jordan

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Christopher D. Manning

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Jiawei Han

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Luc Van Gool

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Richard Socher

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Yi Yang

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Lei Zhang

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Quoc V. Le

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Peter Stone

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