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Representation Learning from Limited Educational Data with Crowdsourced Labels


Sep 23, 2020
Wentao Wang, Guowei Xu, Wenbiao Ding, Gale Yan Huang, Guoliang Li, Jiliang Tang, Zitao Liu

* IEEE Transactions on Knowledge and Data Engineering (Accepted) 

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Neural Multi-Task Learning for Teacher Question Detection in Online Classrooms


May 16, 2020
Gale Yan Huang, Jiahao Chen, Haochen Liu, Weiping Fu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Guoliang Li, Zitao Liu

* The 21th International Conference on Artificial Intelligence in Education(AIED), 2020 

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Learning Multi-level Dependencies for Robust Word Recognition


Nov 22, 2019
Zhiwei Wang, Hui Liu, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu


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Multimodal Learning For Classroom Activity Detection


Oct 22, 2019
Hang Li, Yu Kang, Wenbiao Ding, Song Yang, Songfan Yang, Gale Yan Huang, Zitao Liu


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Automatic Short Answer Grading via Multiway Attention Networks


Sep 23, 2019
Tiaoqiao Liu, Wenbiao Ding, Zhiwei Wang, Jiliang Tang, Gale Yan Huang, Zitao Liu

* The 20th International Conference on Artificial Intelligence in Education(AIED), 2019 

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A Multimodal Alerting System for Online Class Quality Assurance


Sep 01, 2019
Jiahao Chen, Hang Li, Wenxin Wang, Wenbiao Ding, Gale Yan Huang, Zitao Liu

* The 20th International Conference on Artificial Intelligence in Education(AIED), 2019 

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Deep Knowledge Tracing with Side Information


Sep 01, 2019
Zhiwei Wang, Xiaoqin Feng, Jiliang Tang, Gale Yan Huang, Zitao Liu

* The 20th International Conference on Artificial Intelligence in Education(AIED), 2019 

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Dolphin: A Verbal Fluency Evaluation System for Elementary Education


Aug 04, 2019
Zitao Liu, Guowei Xu, Tianqiao Liu, Weiping Fu, Wenbiao Ding, Yujia Song, Chaoyou Guo, Cong Kong, Gale Yan Huang


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Recommender Systems with Heterogeneous Side Information


Jul 18, 2019
Tianqiao Liu, Zhiwei Wang, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu

* Proceedings of the 2019 World Wide Web Conference 

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Learning Effective Embeddings From Crowdsourced Labels: An Educational Case Study


Jul 18, 2019
Guowei Xu, Wenbiao Ding, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu

* 2019 IEEE 35th International Conference on Data Engineering 

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