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Updated: Jun 21, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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为小型数据集优化词语嵌入:对来自乳腺癌患者的患者门户信息的案例研究

Qingyuan Song1, Congning Ni1, Jeremy L Warner2,3,4

  • 1Vanderbilt University, Nashville, TN, 37240, USA.

Scientific reports
|July 12, 2024
PubMed
概括

一个新的模型,PK-word2vec,通过使用先前知识,有效地处理患者门户信息. 这种自然语言处理的进步改善了小数据集中的词汇表示,有助于生物医学研究.

关键词:
乳腺癌 乳腺癌 乳腺癌激素治疗是一种激素治疗.自然语言处理自然语言处理.患者门户的信息信息.文字嵌入模型的模型.在Word2vec中使用.

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