融合LLM/KG的网信装备作战试验评估指标生成探析
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1.陆军装甲兵学院;2.云南大学信息学院

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TJ01;TP39

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全军军事类研究生资助课题


Analysis on the Generation Method of the Evaluation Index System for the Combat Test of Network Information Equipment Integrating LLM/KG
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    摘要:

    随着LLM在自然语言处理的迅猛发展,越来越多的行业应用其构建领域知识图谱并促进LLM在各行业的应用。本文针对网信装备作战试验评估指标体系缺少系统梳理和评估指标体系构建效率较低的问题,提出了“通用+分域”的网信装备作战试验评估指标体系设计思想,设计了融合LLM/KG协同生成网信装备作战试验评估指标体系的流程,介绍了该方法实现所需的关键技术,给出了融合LLM/KG生成网信装备作战试验评估指标体系的实例,初步证明了该方法的可行性。

    Abstract:

    With the rapid development of LLM in natural language processing, more and more industries apply it to construct domain knowledge graphs and promote the application of LLM in various industries. This paper aims at the problems of the lack of systematic sorting of the evaluation index system for the combat test of network information equipment and the repeated construction of the evaluation index system, proposes the design idea of the "general + domain-specific" evaluation index system for the combat test of network information equipment, designs the process of integrating LLM/KG collaborative generation of the evaluation index system for the combat test of network information equipment, introduces the key technologies applied in this method, and finally points out the related problems and challenges of its future development. The feasible of the method has been initially proved.

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  • 收稿日期:2025-01-14
  • 最后修改日期:2025-01-14
  • 录用日期:2025-01-20
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