Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model.

@inproceedings{qin-2025-interpretable, author = {Yang Qin and Xinning Zhu and Xiaosheng Tang and Chunhong Zhang and Kunbao Wu and Fengjie Chang and Jianzhou Diao and Zheng Hu}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {316--325}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3730012}, doi = {https://doi.org/10.1145/3726302.3730012} }