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Updated: Sep 16, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

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使用微调的小型和大型语言模型进行项目难度建模

Ming Li1, Hong Jiao1, Tianyi Zhou1

  • 1University of Maryland, College Park, MD, USA.

Educational and psychological measurement
|July 9, 2025
PubMed
概括

新的数据增强策略显著改善了使用小语言模型 (SLMs) 的大规模评估中的项目难度建模. 像BERT这样精心调整的SLM的表现优于基准,而大型语言模型 (LLM) 的表现有限.

关键词:
数据增强数据增强项目难度建模 项目难度建模大型语言模型.小型语言模型.

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