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Updated: Sep 9, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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解锁案例报告:利用大量语言模型来提升儿童心理虐待的研究

Dragan Stoll1, Andreas Jud2, Samuel Wehrli3

  • 1Institute of Psychology and Education, Ulm University, Germany; School of Social Work, ZHAW Zurich University of Applied Sciences, Switzerland.

Child abuse & neglect
|August 30, 2025
PubMed
概括

采用大型语言模型 (LLM) 的检索增强生成 (RAG) 准确地从叙述中提取儿童保护服务 (CPS) 的案例因素. 这种自动化方法与人类审查员的表现相匹配或超过, 帮助处于危险的儿童做出决策.

关键词:
虐待儿童儿童保护服务案例因素大型语言模型 (LLMS)自然语言处理心理上的虐待检索增强生成 (RAG)

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