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HeTROPY: Explainable learning diagnostics via heterogeneous maximum-entropy and multi-spatial knowledge representation Journal article
Knowledge-Based Systems, 2020,Volume: 207
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
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Causal reasoning  Knowledge representation  Learning diagnostics  Relation prediction  
Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation Journal article
Information Sciences, 2020,Volume: 523,Page: 266-278
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
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Context representation  Exercise recommendation  Knowledge tracing  LSTM  Personalized learning  
Improving tree-based neural machine translation with dynamic lexicalized dependency encoding Journal article
Knowledge-Based Systems, 2020,Volume: 188
Authors:  Yang,Baosong;  Wong,Derek F.;  Chao,Lidia S.;  Zhang,Min
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Dynamic parameters  Neural machine translation (NMT)  Syntactic modeling  Tree-RNN  
Assessing the ability of self-attention networks to learn word order Conference paper
ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
Authors:  Yang,Baosong;  Wang,Longyue;  Wong,Derek F.;  Chao,Lidia S.;  Tu,Zhaopeng
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Learning deep transformer models for machine translation Conference paper
ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
Authors:  Wang,Qiang;  Li,Bei;  Xiao,Tong;  Zhu,Jingbo;  Li,Changliang;  Wong,Derek F.;  Chao,Lidia S.
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Shared-private bilingual word embeddings for neural machine translation Conference paper
ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
Authors:  Liu,Xuebo;  Wong,Derek F.;  Liu,Yang;  Chao,Lidia S.;  Xiao,Tong;  Zhu,Jingbo
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Leveraging local and global patterns for self-attention networks Conference paper
ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
Authors:  Xu,Mingzhou;  Wong,Derek F.;  Yang,Baosong;  Zhang,Yue;  Chao,Lidia S.
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A ROS-Matlab road condition prediction algorithm with cost-effectiveness for self-navigating mobile robots Conference paper
Procedia Manufacturing
Authors:  Wong,S. F.;  Yu,Z.
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Mobile robot  Motion control  ROS-matlab system  Vision odometer  Visual SLAM  
Latent Attribute Based Hierarchical Decoder for Neural Machine Translation Journal article
IEEE/ACM Transactions on Audio Speech and Language Processing, 2019,Volume: 27,Issue: 12,Page: 2103-2112
Authors:  Liu,Xuebo;  Wong,Derek F.;  Chao,Lidia S.;  Liu,Yang
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hierarchical decoder  Latent attribute  limited vocabulary  neural machine translation (NMT)  
Context-aware self-attention networks Conference paper
33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019
Authors:  Yang,Baosong;  Li,Jian;  Wong,Derek F.;  Chao,Lidia S.;  Wang,Xing;  Tu,Zhaopeng
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