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MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation Conference paper
Pang, Jianhui, Yang, Baosong, Wong, Derek Fai, Liu, Dayiheng, Wei, Xiangpeng, Xie, Jun, Chao, Lidia Sam. MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation[C]:European Language Resources Association (ELRA) and ICCL, 2024, 11560-11573.
Authors:  Pang, Jianhui;  Yang, Baosong;  Wong, Derek Fai;  Liu, Dayiheng;  Wei, Xiangpeng; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/07/04
Catastrophic Forgetting  Machine Translation  Monolingual And Bilingual Knowledge  
Towards Energy-Preserving Natural Language Understanding With Spiking Neural Networks Journal article
Xiao,Rong, Wan,Yu, Yang,Baosong, Zhang,Haibo, Tang,Huajin, Wong,Derek F., Chen,Boxing. Towards Energy-Preserving Natural Language Understanding With Spiking Neural Networks[J]. IEEE/ACM Transactions on Audio Speech and Language Processing, 2023, 31, 439-447.
Authors:  Xiao,Rong;  Wan,Yu;  Yang,Baosong;  Zhang,Haibo;  Tang,Huajin; et al.
Favorite | TC[WOS]:11 TC[Scopus]:15  IF:4.1/4.2 | Submit date：2023/08/03
Language Model  Natural Language Processing  Natural Language Understanding  Spiking Neural Network  
Towards Energy-Preserving Natural Language Understanding with Spiking Neural Networks Journal article
Xiao, Rong, Wan,Yu, Yang,Baosong, Zhang,Haibo, Tang,Huajin, Wong,Derek F., Chen,Boxing. Towards Energy-Preserving Natural Language Understanding with Spiking Neural Networks[J]. IEEE/ACM Transactions on Audio Speech and Language Processing, 2023, 31, 439-447.
Authors:  Xiao, Rong;  Wan,Yu;  Yang,Baosong;  Zhang,Haibo;  Tang,Huajin; et al.
Favorite | TC[WOS]:11 TC[Scopus]:15  IF:4.1/4.2 | Submit date：2022/12/30
Language Model  Natural Language Processing  Natural Language Understanding  Spiking Neural Network  
Challenges of Neural Machine Translation for Short Texts Journal article
Wan, Yu, Yang, Baosong, Wong, Derek Fai, Chao, Lidia Sam, Yao, Liang, Zhang, Haibo, Chen, Boxing. Challenges of Neural Machine Translation for Short Texts[J]. Computational Linguistics, 2022, 48(2), 321-342.
Authors:  Wan, Yu;  Yang, Baosong;  Wong, Derek Fai;  Chao, Lidia Sam;  Yao, Liang; et al.
Favorite | TC[WOS]:8 TC[Scopus]:21  IF:3.7/4.2 | Submit date：2022/08/02
Multi-view self-attention networks Journal article
Xu, Mingzhou, Yang, Baosong, Wong, Derek F., Chao, Lidia S.. Multi-view self-attention networks[J]. KNOWLEDGE-BASED SYSTEMS, 2022, 241.
Authors:  Xu, Mingzhou;  Yang, Baosong;  Wong, Derek F.;  Chao, Lidia S.
Favorite | TC[WOS]:10 TC[Scopus]:10  IF:7.2/7.4 | Submit date：2022/05/04
Self-attention Mechanism  Multi-head Attention Mechanism  Multi-pattern  Linguistics  Machine Translation  
Context-aware Self-Attention Networks for Natural Language Processing Journal article
Yang, Baosong, Wang, Longyue, Wong, Derek F., Shi, Shuming, Tu, Zhaopeng. Context-aware Self-Attention Networks for Natural Language Processing[J]. Neurocomputing, 2021, 458, 157-169.
Authors:  Yang, Baosong;  Wang, Longyue;  Wong, Derek F.;  Shi, Shuming;  Tu, Zhaopeng
Favorite | TC[WOS]:36 TC[Scopus]:41  IF:5.5/5.5 | Submit date：2021/12/08
Context Modeling  Inductive Bias  Natural Language Processing  Self-attention Networks  
RoBLEURT Submission for the WMT2021 Metrics Task Conference paper
Wan, Yu, Liu, Dayiheng, Yang, Baosong, Bi, Tianchi, Zhang, Haibo, Chen, Boxing, Luo, Weihua, Wong, Derek F., Chao, Lidia S.. RoBLEURT Submission for the WMT2021 Metrics Task[C]:Association for Computational Linguistics (ACL), 2021, 1053-1058.
Authors:  Wan, Yu;  Liu, Dayiheng;  Yang, Baosong;  Bi, Tianchi;  Zhang, Haibo; et al.
Favorite | TC[Scopus]:9 | Submit date：2022/05/13
Uncertainty-Aware Curriculum Learning for Neural Machine Translation Conference paper
Zhou, Yikai, Yang, Baosong, Wong, Derek F., Wan, Yu, Chao, Lidia S.. Uncertainty-Aware Curriculum Learning for Neural Machine Translation[C], 2020, 6934-6944.
Authors:  Zhou, Yikai;  Yang, Baosong;  Wong, Derek F.;  Wan, Yu;  Chao, Lidia S.
Favorite | TC[Scopus]:79 | Submit date：2022/08/19
Neural Machine Translation  Uncertainty-aware  Curriculum Learning  
Improving tree-based neural machine translation with dynamic lexicalized dependency encoding Journal article
Yang,Baosong, Wong,Derek F., Chao,Lidia S., Zhang,Min. Improving tree-based neural machine translation with dynamic lexicalized dependency encoding[J]. Knowledge-Based Systems, 2020, 188, 105042.
Authors:  Yang,Baosong;  Wong,Derek F.;  Chao,Lidia S.;  Zhang,Min
Favorite | TC[WOS]:14 TC[Scopus]:18  IF:7.2/7.4 | Submit date：2021/03/11
Dynamic Parameters  Neural Machine Translation (Nmt)  Syntactic Modeling  Tree-rnn  
Self-paced learning for neural machine translation Conference paper
Wan, Yu, Yang, Baosong, Wong, Derek F., Zhou, Yikai, Chao, Lidia S., Zhang, Haibo, Chen, Boxing. Self-paced learning for neural machine translation[C], 2020, 1074-1080.
Authors:  Wan, Yu;  Yang, Baosong;  Wong, Derek F.;  Zhou, Yikai;  Chao, Lidia S.; et al.
Favorite | TC[WOS]:15 TC[Scopus]:33 | Submit date：2023/04/17