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Updated: Sep 16, 2025

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对比传统的自然语言处理和大语言模型用于心理健康状态分类:一个多模型评估

Thomas Kallstenius1, Andrea Johansson Capusan2, Gerhard Andersson3,4

  • 1Trädtopp, Tervuren, Belgium.

Scientific reports
|July 6, 2025
PubMed
概括

传统的自然语言处理 (NLP) 与先进的特征工程技术在心理健康分类中实现了95%的准确性,超过了大型语言模型 (LLM). 专门的NLP模型对于关键的医疗保健应用是优越的.

关键词:
计算精神病学是一种计算精神病学.大型语言模型.机器学习在精神病学中的应用心理健康分类心理健康分类自然语言处理自然语言处理.文字分类 文本分类 文本分类

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