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A. E. Permanasari

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Review Open access 2026

Large Language Model-Based Automated Assessment: A Systematic Review, Taxonomy, and Implications for Personalized Learning

Research on large language model (LLM)-based automated assessment (AA) has expanded rapidly. Nevertheless, the literature remains fragmented across contributions, models, implementation configurations, datasets, and evaluation metrics, complicating efforts to identify approaches suitable for personalized learning. This...

H. D. Septama, A. E. Permanasari, R. Ferdiana · 0 citations

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