Learning an Executable Neural Semantic Parser

This article describes a neural semantic parser that maps natural language utterances onto logical forms that can be executed against a task-specific environment, such as a knowledge base or a database, to produce a response. The parser generates tree-structured logical forms with a transition-based...

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Bibliographic Details
Main Authors: Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata
Format: Article
Language:English
Published: The MIT Press 2019-03-01
Series:Computational Linguistics
Online Access:https://www.mitpressjournals.org/doi/pdf/10.1162/coli_a_00342