Semantic Parsing - Groups

Learning an Executable Neural Semantic Parser

This paper describes a neural semantic parser that maps natural language utterances onto logical forms which can be executed against a task-speciﬁc environment, such as a...

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SCHOLAR

SCHOLAR is a collection of utterances querying an academic database, and GEO is a classic dataset with queries about U.S. geography.

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On The Ingredients of an Effective Zero-shot Semantic Parser

Semantic parsers map natural language utterances into meaning representations (e.g. programs). Such models are typically bottle-necked by the paucity of training data due to the...

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WikiTableQuestions

Semantic parsing maps a user-issued natural language (NL) utterance to a machine-executable meaning representation (MR), such as λ−calculus (Zettlemoyer and Collins, 2005), SQL...

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4 datasets found

Learning an Executable Neural Semantic Parser

SCHOLAR

On The Ingredients of an Effective Zero-shot Semantic Parser

WikiTableQuestions