2 papers
cs.LG2025
Metacognitive Sensitivity for Test-Time Dynamic Model Selection
Le Tuan Minh Trinh, Le Minh Vu Pham, Thi Minh Anh Pham +1
A key aspect of human cognition is metacognition - the ability to assess one's own knowledge and judgment reliability. While deep learning models can express confidence in their pr…
cs.LG2025
Investigating the Robustness of Knowledge Tracing Models in the Presence of Student Concept Drift
Morgan Lee, Artem Frenk, Eamon Worden +4
Knowledge Tracing (KT) has been an established problem in the educational data mining field for decades, and it is commonly assumed that the underlying learning process being model…