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Updated: Jun 24, 2025

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BioInstruct:用于生物医学自然语言处理的大型语言模型的指令调整

Hieu Tran1, Zhichao Yang1, Zonghai Yao1

  • 1Manning College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, MA 01003, United States.

Journal of the American Medical Informatics Association : JAMIA
|June 4, 2024
PubMed
概括

使用BioInstruct数据集调整大型语言模型 (LLM) 的指令显著提高了生物医学自然语言处理 (BioNLP) 的性能. 这种特定领域的方法增强了回答问题,提取信息和生成文本的任务.

关键词:
提取信息 提取信息指令调整调整的指令.大型语言模型.多任务学习是多任务学习.自然语言推理推理自然语言推理.问题 回答 回答 问题 回答文本生成 文本生成

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