Papers by Quanlong Guan
KVFKT: A New Horizon in Knowledge Tracing with Attention-Based Embedding and Forgetting Curve Integration (2025.coling-main)
Copied to clipboard
| Challenge: | Existing knowledge tracing models do not incorporate forgetting features to improve the learning and answering processes. |
| Approach: | They propose a new approach in knowledge tracing with attention-based embedding and forgetting curve integration using four real-world datasets to test the model. |
| Outcome: | The proposed model outperforms the existing knowledge tracing models and eliminates the need for artificial engineering features. |