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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  
The Aspergillus fumigatus transcription factor RglT is important for gliotoxin biosynthesis and self-protection, and virulence Journal article
PLoS Pathogens, 2020,Volume: 16,Issue: 7
Authors:  Ries,Laure N.A.;  Pardeshi,Lakhansing;  Dong,Zhiqiang;  Tan,Kaeling;  Steenwyk,Jacob L.;  Colabardini,Ana Cristina;  Filho,Jaire A.Ferreira;  De Castro,Patricia A.;  Silva,Lilian P.;  Preite,Nycolas W.;  Almeida,Fausto;  De Assis,Leandro J.;  Dos Santos,Renato A.C.;  Bowyer,Paul;  Bromley,Michael;  Owens,Rebecca A.;  Doyle,Sean;  Demasi,Marilene;  Hernández,Diego C.R.;  Netto,Luís Eduardo S.;  Pupo,Monica T.;  Rokas,Antonis;  Loures,Flavio V.;  Wong,Koon H.;  Goldman,Gustavo H.
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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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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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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)