Student dropout

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (14 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Knowledge Distillation in RNN-Attention Models for Early Prediction of Student Performance
  19 Dec 2024 1 repository listed
  Early prediction for identifying at-risk students is a crucial and widely researched topic in EDM research.
• Cross-Institutional Transfer Learning for Educational Models: Implications for Model Performance, Fairness, and Equity
  1 May 2023 1 repository listed
  We also find that stacked ensembling provides no additional benefits to overall performance or fairness compared to either a local model or the zero-shot transfer procedure we tested.
• Predicting student's dropout in university classes using two-layer ensemble machine learning approach: A novel stacked generalization
  28 Mar 2022 1 repository listed
  From the recorded educational data, efficient prediction of students' dropout is currently a hot topic of research.