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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  
AQLoRA: An Adaptive Quantization-Based Efficient Fine-Tuning Method for LLMs Conference paper
Huang, Xingchen, Huo, Yujia, Wong, Derek F., Wang, Yao, Cai, Liqiong, Jiang, Yonghong. AQLoRA: An Adaptive Quantization-Based Efficient Fine-Tuning Method for LLMs[C]:Springer Science and Business Media Deutschland GmbH, 2025, 268-280.
Authors:  Huang, Xingchen;  Huo, Yujia;  Wong, Derek F.;  Wang, Yao;  Cai, Liqiong; et al.
Favorite | TC[Scopus]:0 | Submit date：2025/01/22
Fine-tuning  Large Language Model  Lora  
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  
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]:3 | 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]:3  IF:1.7/2.0 | Submit date：2023/08/03
Benchmark Dataset  Discourse  Evaluation Metric  Machine Translation  Zero Pronoun