KTCF: Actionable Recourse in Knowledge Tracing via Counterfactual Explanations for Education

Documenti analoghi

• Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets
  di: Kim, Woojin, et al.
  Pubblicazione: (2025)
• A New Paradigm for Counterfactual Reasoning in Fairness and Recourse
  di: Bynum, Lucius E. J., et al.
  Pubblicazione: (2024)
• Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning
  di: Cui, Jiajun, et al.
  Pubblicazione: (2023)
• Procedural Fairness via Group Counterfactual Explanation
  di: Popoola, Gideon, et al.
  Pubblicazione: (2026)
• Few-Shot Knowledge Distillation of LLMs With Counterfactual Explanations
  di: Hamman, Faisal, et al.
  Pubblicazione: (2025)