基于自然语言处理的代码指挥建模方法
Method for Code Command Modeling Based on Natural Language Processing
张鑫 1陈杨 1李尚1
作者信息
- 1. 北京跟踪与通信技术研究所 北京 100094
- 折叠
摘要
构建一套高效的且适用的代码指挥体系对于提高指挥控制效率、提升作业效能具有重要意义.基于指挥控制系统的现状和发展方向,分析了代码指挥技术的发展情况,构建了一套文书指挥向代码指挥转化的系统建模方法,并采用依存分析技术和Transformer模型处理自然语言指令,实现了自然语言和指挥代码的转换.原型验证系统试验结果表明,该方法可有效提高指挥控制的效率和准确性.
Abstract
Building an efficient and applicable code command system is of great significance to improv-ing the efficiency of command and control and enhancing operation efficiency.Based on the current sta-tus and development direction of the command and control system,the development of code com-mand technology is analyzed,and a system modeling method of the transformation from document command to code command is constructed.The dependency parsing technology and the Transformer model are used to process the natural language instructions,and the conversion of natural language and command code is realized.The experimental results of prototype verification system show that the method can effectively improve the efficiency and accuracy of command and control.
关键词
指挥控制系统/代码指挥/自然语言处理/依存分析/Transformer模型Key words
command and control system/code command/natural language processing/dependency parsing/Transformer model引用本文复制引用
出版年
2024
NETL
NSTL
万方数据