2024年6月3日发(作者：)
基于ChatGPT的医学领域自动问答系统：整合知识图谱与
对话生成的智能助手（英文中文双语版优质文档）
ChatGPT-based automatic question answering system in the
medical field: an intelligent assistant that integrates
knowledge graphs and dialogue generation (high-quality
documents in English and Chinese bilingual versions)
ChatGPT-based automatic question answering system in the
medical field: an intelligent assistant integrating knowledge
graph and dialogue generation
Summary
With the rapid development of artificial intelligence, the
application of automatic question answering system in the
medical field is becoming more and more important. This
paper proposes an automatic question answering system in
the medical field based on ChatGPT, which realizes the
function of an intelligent assistant by integrating knowledge
graph and dialogue generation. We trained a large language
model based on the GPT-3.5 architecture to understand and
answer medical questions. At the same time, we construct a
knowledge graph in the medical field, which contains rich
medical knowledge and entity relations. By combining
knowledge graphs with language models, we achieve more
accurate and comprehensive question answering capabilities.
Experimental results show that our system achieves
satisfactory performance on question answering tasks in the
medical domain, and can effectively assist medical
professionals in question answering and decision support.
1 Introduction
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