most citedEstimating Item Difficulty Using Large Language Models and Tree-Based Machine Learning Algorithms

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Scaling Item-to-Standard Alignment with Large Language Models: Accuracy, Limits, and Solutions

Farzan Karimi-Malekabadi, Pooya Razavi, Sonya Powers

As educational systems evolve, ensuring that assessment items remain aligned with content standards is essential for maintaining fairness and instructional relevance. Traditional h…