Method and device for generating SQL (Structured Query Language) statement from natural language statement

The invention discloses a method and device for generating SQL statements from natural language statements, and the method comprises the steps: building a language processing model based on data enhancement, and the language processing model comprises a data enhancement module and a task training mo...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: CHENG LIHAN, ZHOU XIAOYU, SHI XINYU, HUANG YAN, LI JINXIA, BIAN HUAXING, DING MANJIANG, SHEN JIAN, WEN FUGUO, WANG XI
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention discloses a method and device for generating SQL statements from natural language statements, and the method comprises the steps: building a language processing model based on data enhancement, and the language processing model comprises a data enhancement module and a task training module; obtaining first training data and inputting the first training data into a data enhancement module for data syntax analysis, information removal and data sampling to obtain second training data; merging the first training data and the second training data to generate training data, and sending the training data to a task training module for training until the language processing model converges; establishing a language conversion model, and embedding the language conversion model into a language processing model; the language conversion model receives a to-be-converted natural language statement, and decomposes the to-be-converted natural language statement through the language conversion model to obtain a si