Large Language Model and Traditional Machine Learning Scoring of Evolutionary Explanations: Benefits and Drawbacks

Few studies have compared Large Language Models (LLMs) to traditional Machine Learning (ML)-based automated scoring methods in terms of accuracy, ethics, and economics. Using a corpus of 1000 expert-scored and interview-validated scientific explanations derived from the ACORNS instrument, this study...

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Bibliographic Details
Main Authors: Yunlong Pan, Ross H. Nehm
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Education Sciences
Subjects:
Online Access:https://www.mdpi.com/2227-7102/15/6/676
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