Natural Language Processing in Translation of Relational Languages

被引：0
|
作者：
Dudas, Adam [1 ]
Skrinarova, Jarmila [1 ]
机构：
[1] Matej Bel Univ, Fac Nat Sci, Dept Comp Sci, Banska Bystrica, Slovakia
来源：
IPSI BGD TRANSACTIONS ON INTERNET RESEARCH | 2023年 / 19卷 / 01期
关键词：
natural language processing; relational lan-guages; relational databases; language translation; artificial in-telligence;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Methods of data manipulation in combination with sturcture of the data and integrity constraints define data model used in the relational databases. This article focuses on the methods and processes of operation sets which are used for selection of data from relational database and translation between various formats of this manipulation. The article presents the design, implementation and experimental evaluation of tool for translating between relational algebra, tuple relational calculus, Structured Query Language and unrestricted natural language in all directions. Presented software tool translates from natural language with the use of artificial intelligence methods for natural language processing, syntactic analysis and parsing. Generative pretrained transformer of third generation (GPT3) based Codex - Davinci translation model was used as an artificial intelligence method used in the workflow of translation from English language to relational languages.
引用
收藏
页码：17 / 23
页数：7
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