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Challenges of Neural Machine Translation for Short Texts Journal article
Computational Linguistics, 2022,Volume: 48,Issue: 2,Page: 321-342
Authors:  Wan, Yu;  Yang, Baosong;  Wong, Derek Fai;  Chao, Lidia Sam;  Yao, Liang;  Zhang, Haibo;  Chen, Boxing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/02
Multi-view self-attention networks Journal article
Knowledge-Based Systems, 2022,Volume: 241
Authors:  Xu, Mingzhou;  Yang, Baosong;  Wong, Derek F.;  Chao, Lidia S.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/04
Linguistics  Machine Translation  Multi-head Attention Mechanism  Multi-pattern  Self-attention Mechanism  
Context-aware Self-Attention Networks for Natural Language Processing Journal article
Neurocomputing, 2021,Volume: 458,Page: 157-169
Authors:  Yang, Baosong;  Wang, Longyue;  Wong, Derek F.;  Shi, Shuming;  Tu, Zhaopeng
Favorite |  | TC[WOS]:6 TC[Scopus]:4 | Submit date:2021/12/08
Context Modeling  Inductive Bias  Natural Language Processing  Self-attention Networks  
RoBLEURT Submission for the WMT2021 Metrics Task Conference paper
WMT 2021 - 6th Conference on Machine Translation, Proceedings, Virtual, 2021
Authors:  Wan, Yu;  Liu, Dayiheng;  Yang, Baosong;  Bi, Tianchi;  Zhang, Haibo;  Chen, Boxing;  Luo, Weihua;  Wong, Derek F.;  Chao, Lidia S.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/13
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
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/03/11
Dynamic Parameters  Neural Machine Translation (Nmt)  Syntactic Modeling  Tree-rnn  
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.
Favorite |  | TC[WOS]:0 TC[Scopus]:21 | Submit date:2021/03/11
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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Information aggregation for multi-head attention with routing-by-agreement 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:  Li, Jian;  Yang, Baosong;  Dou, Zi Yi;  Wang, Xing;  Lyu, Michael R.;  Tu, Zhaopeng
Favorite |  | TC[WOS]:0 TC[Scopus]:18 | Submit date:2022/05/23
Modeling recurrence for transformer 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:  Hao, Jie;  Wang, Xing;  Yang, Baosong;  Wang, Longyue;  Zhang, Jinfeng;  Tu, Zhaopeng
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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
Favorite |  | TC[WOS]:0 TC[Scopus]:52 | Submit date:2021/03/11