HRKT: Hierarchical Recurrent Knowledge Tracing for Efficient Transformer-Based Long-Sequence Modeling
Hierarchical Recurrent Knowledge Tracing (HRKT) is proposed, a novel knowledge tracing framework that introduces a new hierarchical recurrent design for Transformer-based KT models that enables efficient long-sequence modeling and improves prediction performance.