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Updated: Jan 11, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
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Published on: June 13, 2025

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基于知识图的检索增强生成 (RAG) 模型的构建和应用的研究

Sili Wang1,2, Heng Yang3,4, Wei Liu3,4

  • 1Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, 730000, China. wangsl@llas.ac.cn.

Scientific reports
|November 18, 2025
PubMed
概括

本研究介绍了一种基于知识图的检索增强生成模型 (KG-RAG),用于对抗人工智能中的事实幻觉. 通过整合知识图表,KG-RAG增强了生成模型,提高了问题回答中的事实准确性和知识及时性.

关键词:
知识图表知识图表自然语言生成自然语言生成问题答案系统 (问题答案)检索增强生成的提取

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