pyKT: a python library to benchmark deep learning based knowledge tracing models Z Liu, Q Liu, J Chen, S Huang, J Tang, W Luo Advances in Neural Information Processing Systems 35, 18542-18555, 2022 | 27 | 2022 |
Improving interpretability of deep sequential knowledge tracing models with question-centric cognitive representations J Chen, Z Liu, S Huang, Q Liu, W Luo Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14196 …, 2023 | 23 | 2023 |
Enhancing deep knowledge tracing with auxiliary tasks Z Liu, Q Liu, J Chen, S Huang, B Gao, W Luo, J Weng Proceedings of the ACM Web Conference 2023, 4178-4187, 2023 | 21 | 2023 |
simpleKT: a simple but tough-to-beat baseline for knowledge tracing Z Liu, Q Liu, J Chen, S Huang, W Luo arXiv preprint arXiv:2302.06881, 2023 | 13 | 2023 |
Towards robust knowledge tracing models via k-sparse attention S Huang, Z Liu, X Zhao, W Luo, J Weng Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 8 | 2023 |
A design of a simple yet effective exercise recommendation system in K-12 online learning S Huang, Q Liu, J Chen, X Hu, Z Liu, W Luo International Conference on Artificial Intelligence in Education, 208-212, 2022 | 7 | 2022 |
XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information Z Liu, Q Liu, T Guo, J Chen, S Huang, X Zhao, J Tang, W Luo, J Weng Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning H Zhang, Z Liu, S Huang, C Shang, B Zhan, Y Jiang arXiv preprint arXiv:2403.06725, 2024 | 2 | 2024 |
An Interactive Framework of Balancing Evaluation Cost and Prediction Accuracy for Knowledge Tracing W Sun, BY Gao, J Chen, S Huang, W Luo 2023 IEEE International Conference on Big Data (BigData), 1-8, 2023 | | 2023 |
Assessing Student Performance with Multi-granularity Attention from Online Classroom Dialogue J Chen, Z Liu, S Huang, Y Huang, X Zhao, B Gao, W Luo Proceedings of the 32nd ACM International Conference on Information and …, 2023 | | 2023 |
SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners Q Liu, Y Huang, Z Liu, S Huang, J Chen, X Zhao, G Lin, Y Zhou, W Luo International Conference on Intelligent Tutoring Systems, 678-690, 2023 | | 2023 |
DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments J Chen, S Huang, Z Liu, W Luo Proceedings of the 31st ACM International Conference on Information …, 2022 | | 2022 |