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Dynamic curriculum learning for conversation response selection Journal article
Chen, Guanhua, Zhan, Runzhe, Wong, Derek F., Chao, Lidia S.. Dynamic curriculum learning for conversation response selection[J]. Knowledge-Based Systems, 2024, 293, 111687.
Authors:  Chen, Guanhua;  Zhan, Runzhe;  Wong, Derek F.;  Chao, Lidia S.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/05/16
Curriculum Learning  Dynamic Learning  Response Selection  
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU Conference paper
Chen, Guanhua, Yao, Yutong, Wong, Derek F., Chao, Lidia S.. A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU[C], 2024, 1778-1788.
Authors:  Chen, Guanhua;  Yao, Yutong;  Wong, Derek F.;  Chao, Lidia S.
Favorite | TC[Scopus]:0 | Submit date：2024/07/04
Conversational Systems  Natural Language Understanding  Prediction-aware Contrastive Learning  
3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset Conference paper
Ma, Xinyu, Liu, Xuebo, Wong, Derek F., Rao, Jun, Li, Bei, Ding, Liang, Chao, Lidia S., Tao, Dacheng, Zhang, Min. 3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset[C]:European Language Resources Association (ELRA), 2024, 1-13.
Authors:  Ma, Xinyu;  Liu, Xuebo;  Wong, Derek F.;  Rao, Jun;  Li, Bei; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/07/04
Multimodal Datasets  Multimodal Machine Translation  
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model Conference paper
Zhan, Runzhe, Yang, Xinyi, Wong, Derek F., Chao, Lidia S., Zhang, Yue. Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model[C]:Association for Computational Linguistics (ACL), 2024, 12131-12145.
Authors:  Zhan, Runzhe;  Yang, Xinyi;  Wong, Derek F.;  Chao, Lidia S.;  Zhang, Yue
Favorite | TC[Scopus]:3 | Submit date：2024/10/10
A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models Conference paper
Lyu, Chenyang, Du, Zefeng, Xu, Jitao, Duan, Yitao, Wu, Minghao, Lynn, Teresa, Aji, Alham Fikri, Wong, Derek F., Liu, Siyou, Wang, Longyue. A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models[C]:European Language Resources Association (ELRA), 2024, 1339-1352.
Authors:  Lyu, Chenyang;  Du, Zefeng;  Xu, Jitao;  Duan, Yitao;  Wu, Minghao; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/07/04
Large Language Models  Machine Translation  New Trends  
Multi-Level Curriculum Learning for Multi-Turn Dialogue Generation Journal article
Chen, Guanhua, Zhan, Runzhe, Wong, Derek F., Chao, Lidia S.. Multi-Level Curriculum Learning for Multi-Turn Dialogue Generation[J]. IEEE/ACM Transactions on Audio Speech and Language Processing, 2023, 31, 3958-3967.
Authors:  Chen, Guanhua;  Zhan, Runzhe;  Wong, Derek F.;  Chao, Lidia S.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:4.1/4.2 | Submit date：2024/02/22
Curriculum Learning  Dialogue Generation  Dynamic Learning  Multi-level Training Strategy  
A Benchmark Dataset and Evaluation Methodology for Chinese Zero Pronoun Translation Journal article
Xu,Mingzhou, Wang,Longyue, Liu,Siyou, Wong,Derek F., Shi,Shuming, Tu,Zhaopeng. A Benchmark Dataset and Evaluation Methodology for Chinese Zero Pronoun Translation[J]. Language Resources and Evaluation, 2023, 57, 1263–1293.
Authors:  Xu,Mingzhou;  Wang,Longyue;  Liu,Siyou;  Wong,Derek F.;  Shi,Shuming; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:1.7/2.0 | Submit date：2023/08/03
Benchmark Dataset  Discourse  Evaluation Metric  Machine Translation  Zero Pronoun  
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]:14  IF:4.1/4.2 | Submit date：2023/08/03
Language Model  Natural Language Processing  Natural Language Understanding  Spiking Neural Network  
Obscurity-Quantified Curriculum Learning for Machine Translation Evaluation Journal article
Zhang,Cuilian, Wong,Derek F., Lei,Eddy S.K., Zhan,Runzhe, Chao,Lidia S.. Obscurity-Quantified Curriculum Learning for Machine Translation Evaluation[J]. IEEE/ACM Transactions on Audio Speech and Language Processing, 2023, 31, 2259-2271.
Authors:  Zhang,Cuilian;  Wong,Derek F.;  Lei,Eddy S.K.;  Zhan,Runzhe;  Chao,Lidia S.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.1/4.2 | Submit date：2023/08/03
Curriculum Learning  Machine Translation Evaluation  Obscurity-quantified  
TransGEC: Improving Grammatical Error Correction with Translationese Conference paper
Fang, Tao, Liu, Xuebo, Wong, Derek F., Zhan, Runzhe, Ding, Liang, Chao, Lidia S., Tao, Dacheng, Zhang, Min. TransGEC: Improving Grammatical Error Correction with Translationese[C]:Association for Computational Linguistics (ACL), 2023, 3614-3633.
Authors:  Fang, Tao;  Liu, Xuebo;  Wong, Derek F.;  Zhan, Runzhe;  Ding, Liang; et al.
Favorite | TC[Scopus]:8 | Submit date：2024/02/22