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Author

Marilton Sanchotene de Aguiar

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Open access Oct 2026

Evaluating SLMs for Predicting Tabular Data: An Essay on Higher Education Dropout

Student dropout in higher education represents a structural challenge for educational institutions, resulting in both academic and financial losses. Although classical machine learning models are successfully applied to this task, the consolidation of Large Language Models (LLMs) has enabled new predictive approaches....

F. G. Scaglioni, Marilton Sanchotene de Aguiar, Júlio C. B. Mattos · 0 citations

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