Improving Interpretability of Cognitive Diagnosis Models with LLM-based Semantic Augmentation.

@inproceedings{aslam-2026-improving, author = {Javed A. Aslam and Youheng Bai and Teng Guo and Yuhan Hu and Jiaqi Zheng and Mi Tian and Ziyu Lyu and Mingliang Hou and Teng Guo and Yuhan Hu and Lixin Cui and Zitao Liu and Javed A. Aslam and Youheng Bai and Mi Tian and Ziyu Lyu and Xiangyu Zhao and Lixin Cui and Zitao Liu and Weiqi Luo}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Improving Interpretability of Cognitive Diagnosis Models with LLM-based Semantic Augmentation}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {65--75}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809573}, doi = {https://doi.org/10.1145/3805712.3809573} }