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Understanding and Improving Low-Resource Neural Machine Translation with Shallow Features Conference paper
Sun, Yanming, Liu, Xuebo, Wong, Derek F., Lin, Yuchu, Li, Bei, Zhan, Runzhe, Chao, Lidia S., Zhang, Min. Understanding and Improving Low-Resource Neural Machine Translation with Shallow Features[C]:Springer Science and Business Media Deutschland GmbH, 2025, 227-239.
Authors:  Sun, Yanming;  Liu, Xuebo;  Wong, Derek F.;  Lin, Yuchu;  Li, Bei; et al.
Favorite | TC[Scopus]:0 | Submit date：2025/01/22
Encoder Depth  Low-resource Neural Machine Translation  Shallow Features  
Activate Integrated Controllable Generation with Soft Prompt Conference paper
Ma, Jingkun, Zhan, Runzhe, Wong, Derek F., Chao, Lidia S.. Activate Integrated Controllable Generation with Soft Prompt[C]:Springer Science and Business Media Deutschland GmbH, 2025, 239-251.
Authors:  Ma, Jingkun;  Zhan, Runzhe;  Wong, Derek F.;  Chao, Lidia S.
Favorite | TC[Scopus]:0 | Submit date：2025/01/22
Controllable Generation  Parameter-efficient  Prompt  
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  
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 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]:European Language Resources Association (ELRA), 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  
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  
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
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