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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  
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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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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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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Modeling voting for system combination in machine translation Conference paper
IJCAI International Joint Conference on Artificial Intelligence
Authors:  Huang,Xuancheng;  Zhang,Jiacheng;  Tan,Zhixing;  Wong,Derek F.;  Luan,Huanbo;  Xu,Jingfang;  Sun,Maosong;  Liu,Yang
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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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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)  
Convolutional self-attention networks Conference paper
NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference
Authors:  Yang,Baosong;  Wang,Longyue;  Wong,Derek F.;  Chao,Lidia S.;  Tu,Zhaopeng
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