Fine-tuned BERT outperformed few-shot GPT-4o and GPT-4 Turbo on all four open-response equity training assessment tasks in a small cross-validated study.
A systematic review on machine learning models for online learning and examination systems
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Comparing Few-Shot Prompting of GPT-4 LLMs with BERT Classifiers for Open-Response Assessment in Tutor Equity Training
Fine-tuned BERT outperformed few-shot GPT-4o and GPT-4 Turbo on all four open-response equity training assessment tasks in a small cross-validated study.