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HiTSKT: A Hierarchical Transformer Model for Session-Aware Knowledge Tracing


Dec 23, 2022
Fucai Ke, Weiqing Wang, Weicong Tan, Lan Du, Yuan Jin, Yujin Huang, Hongzhi Yin

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AUC Maximization for Low-Resource Named Entity Recognition


Dec 16, 2022
Ngoc Dang Nguyen, Wei Tan, Wray Buntine, Richard Beare, Changyou Chen, Lan Du

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* 10 pages, 4 figures, AAAI 2023 accepted paper 

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Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios


Nov 11, 2022
Ngoc Dang Nguyen, Lan Du, Wray Buntine, Changyou Chen, Richard Beare

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Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables


Nov 07, 2022
Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang

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* 12 pages, 6 figures 

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Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture


Oct 06, 2022
Myong Chol Jung, He Zhao, Joanna Dipnall, Belinda Gabbe, Lan Du

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* Accepted at NeurIPS2022 

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SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech


Mar 10, 2022
Weidong Chen, Xiaofen Xing, Xiangmin Xu, Jianxin Pang, Lan Du

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* 5 pages, 4figures. This paper was submitted to Insterspeech 2022 

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Diversity Enhanced Active Learning with Strictly Proper Scoring Rules


Oct 27, 2021
Wei Tan, Lan Du, Wray Buntine

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Multilingual Neural Machine Translation:Can Linguistic Hierarchies Help?


Oct 15, 2021
Fahimeh Saleh, Wray Buntine, Gholamreza Haffari, Lan Du

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Neural Attention-Aware Hierarchical Topic Model


Oct 14, 2021
Yuan Jin, He Zhao, Ming Liu, Lan Du, Wray Buntine

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