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SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection Conference paper
Liangxin Liu, Xuebo Liu, Derek F. Wong, Dongfang Li, Ziyi Wang, Baotian Hu, Min Zhang. SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection[C], 2024.
Authors:  Liangxin Liu;  Xuebo Liu;  Derek F. Wong;  Dongfang Li;  Ziyi Wang; et al.
Favorite |  | Submit date：2024/09/26
Understanding and Improving Low-Resource Neural Machine Translation with Shallow Features Conference paper
Yanming Sun, Xuebo Liu, Derek F. Wong, Yuchu Lin, Bei Li, Runzhe Zhan, Lidia S. Chao, Min Zhang. Understanding and Improving Low-Resource Neural Machine Translation with Shallow Features[C], 2024.
Authors:  Yanming Sun;  Xuebo Liu;  Derek F. Wong;  Yuchu Lin;  Bei Li; et al.
Favorite |  | Submit date：2024/08/30
Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner Conference paper
Shudong Liu, Zhaocong Li, Xuebo Li, Runzhe Zhan, Derek F. Wong, Lidia S. Chao, Min Zhang. Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner[C], 2024.
Authors:  Shudong Liu;  Zhaocong Li;  Xuebo Li;  Runzhe Zhan;  Derek F. Wong; et al.
Favorite |  | Submit date：2024/09/26
Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation Conference paper
Zhexuan Wang, Shudong Liu, Xuebo Liu, Miao Zhang, Derek F. Wong, Min Zhang. Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation[C]:Association for Computational Linguistics (ACL), 2024, 9458-9469.
Authors:  Zhexuan Wang;  Shudong Liu;  Xuebo Liu;  Miao Zhang;  Derek F. Wong; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/07/29
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  
Towards Demonstration-Aware Large Language Models for Machine Translation Conference paper
Chen Li, Meishan Zhang, Xuebo Liu, Zhaocong Li, Derek F. Wong, Min Zhang. Towards Demonstration-Aware Large Language Models for Machine Translation[C]:Association for Computational Linguistics (ACL), 2024, 13868-13881.
Authors:  Chen Li;  Meishan Zhang;  Xuebo Liu;  Zhaocong Li;  Derek F. Wong; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/07/29
TransGEC: Improving Grammatical Error Correction with Tanslationese Conference paper
Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang. TransGEC: Improving Grammatical Error Correction with Tanslationese[C], 2023.
Authors:  Tao Fang;  Xuebo Liu;  Derek F. Wong;  Runzhe Zhan;  Liang Ding; et al.
Favorite |  | Submit date：2023/08/03
Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization Conference paper
Runzhe Zhan, Xuebo Liu, Derek F. Wong, Cuilian Zhang, Lidia S. Chao,, Min Zhang. Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization[C], 2023.
Authors:  Runzhe Zhan;  Xuebo Liu;  Derek F. Wong;  Cuilian Zhang;  Lidia S. Chao,; et al.
Favorite |  | Submit date：2023/08/03
TemplateGEC: Improving Grammatical Error Correction with Detection Template Conference paper
Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, He-Yan Huang, Min Zhang. TemplateGEC: Improving Grammatical Error Correction with Detection Template[C], 2023.
Authors:  Yinghao Li;  Xuebo Liu;  Shuo Wang;  Peiyuan Gong;  Derek F. Wong; et al.
Favorite |  | Submit date：2023/08/03
Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge Conference paper
Xuebo Liu, Yutong Wang, Derek F. Wong, Runzhe Zhan, Liangxuan Yu, Min Zhang. Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge[C]. Anna Rogers, Jordan Boyd-Graber, Naoaki Okazaki:Association for Computational Linguistics (ACL), 2023, 15536-15550.
Authors:  Xuebo Liu;  Yutong Wang;  Derek F. Wong;  Runzhe Zhan;  Liangxuan Yu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2023/08/03