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Aug, 2024
生物医学中大型语言模型的调查
A Survey for Large Language Models in Biomedicine
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Chong Wang, Mengyao Li, Junjun He, Zhongruo Wang, Erfan Darzi...
TL;DR
本研究针对现有生物医学领域大型语言模型(LLMs)文献缺乏综合分析的现状,进行了深入探讨。文章分析了484篇相关文献,探讨了LLMs在诊断辅助、药物发现和个性化医疗等任务中的能力,并指出在特定应用中提高模型表现的调适策略。此外,研究还揭示了数据隐私、模型可解释性等挑战,并提出未来的研究方向。
Abstract
Recent breakthroughs in
Large Language Models
(LLMs) offer unprecedented natural language understanding and generation capabilities. However, existing surveys on LLMs in
Biomedicine
often focus on specific applic
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