Hierarchical Schema Representation for Text-to-SQL Parsing With Decomposing Decoding

Hierarchical Schema Representation for Text-to-SQL Parsing With Decomposing Decoding

Most of existing studies on parsing natural language (NL) for constructing structured query language (SQL) do not consider the complex structure of database schema and the gap between NL and SQL query. In this paper, we propose a schema-aware neural network with decomposing architecture, namely HSRN...

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Bibliographic Details
Main Authors: Meina Song, Zecheng Zhan, Haihong E.
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Semantic parsing
SQL generation
deep learning
neural network
graph encoder
natural language process
Online Access:https://ieeexplore.ieee.org/document/8777144/

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