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Updated: Feb 20, 2026

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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关于自动评分与大型语言模型的一致性

Mingfeng Xue1, Xingyao Xiao2, Yunting Liu3

  • 1University of North Carolina Greensboro, USA.

Educational and psychological measurement
|February 19, 2026
PubMed
概括

大型语言模型 (LLM) 显示得分在LLM内部的一致性很高,但在LLM之间的一致性是适度的. 结合LLM输出的投票策略可以提高得分准确度.

关键词:
自动评分自动得分.评分器之间的一致性一致性大型语言模型可靠性的可靠性评分的一致性得分.

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