Wenhao Zhu (朱文昊)
About me
Currently, I am a Ph. D. candidate at Department of Computer Science and Technology in Nanjing University and a member of NJUNLP Group. Before that, I received the B.E. degree in School of Management & Engineering in June 2019 from Nanjing University.
My research interest lies in machine translation (MT) and multilingual large language model (LLM) .
Experience
Pre-prints
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Extrapolating Large Language Models to Non-English by Aligning Languages
Wenhao Zhu, Yunzhe Lv, Qingxiu Dong, Fei Yuan, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li
arXiv 2308.04948
[Paper]
[Code]
[Blog]
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Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li
arXiv 2304.04675
[Paper]
[Code]
[Slides]
[Video]
[Blog]
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kNN-BOX: A Unified Framework for Nearest Neighbor Generation
Wenhao Zhu, Qianfeng Zhao, Yunzhe Lv, Shujian Huang, Siheng Zhao, Sizhe Liu, Jiajun Chen
arXiv 2302.13574
[Paper]
[Code]
[Video]
Published Papers
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Research Development of Machine translation and Large Language Model
Wenhao Zhu, Hao Zhou, Changjiang Gao, Sizhe Liu, Shujian Huang
In the 21st China National Conference on Computational Linguistics (CCL), 2023
[Paper]
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Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model
Kanzhi Cheng, Wenpo Song, Zheng Ma, Wenhao Zhu, Zixuan Zhu, Jianbing Zhang
In Proceedings of the 31th ACM International Conference on Multimedia (ACM-MM), 2023
[Paper]
[Code]
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INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation
Wenhao Zhu, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen
In Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL), 2023
[Paper]
[Code]
[Slides]
[Video]
[Blog]
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Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation
Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Jingjing Xu
In Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL) - Findings, 2023
[Paper]
[Code]
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What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation
Wenhao Zhu, Shujian Huang, Yunzhe Lv, Xin Zheng, Jiajun Chen
In Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL) - Findings, 2023
[Paper]
[Code]
[Slides]
[Video]
[Blog]
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FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation
Wenhao Zhu, Shujian Huang, Tong Pu, Pingxuan Huang, Xu Zhang, Jian Yu, Wei Chen, Yanfeng Wang, Jiajun Chen
In Proceedings of the 13th Language Resources and Evaluation Conference (LREC), 2022
[Paper]
[Dataset]
[Slides]
[Video]
[Blog]
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Improving Bilingual Lexicon Induction on Distant Language Pairs
Wenhao Zhu, Zhihao Zhou, Shujian Huang, Zhenya Lin, Xiangsheng Zhou, Yaofeng Tu, Jiajun Chen
In the 15th China Conference on Machine Translation (CCMT), 2019. Best English Paper Award.
[Paper]
[Slides]
[Blog]
Talks
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A Brief Discussion on Research Topic Selection in the Age of Large Language Models, invited talk, at CCMT'2023
Wenhao Zhu
[Slides]
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INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation &
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation, invited talk, at AIS'2023
Wenhao Zhu
[Slides]
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Analyzing Multilingual Machine Translation Ability of Large Language Models, invited talk, at HIT.
Shujian Huang, Wenhao Zhu
[Slides]
[Video]
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K-Nearest-Neighobor Machine Translation, invited talk, at MLNLP'2022.
Shujian Huang, Wenhao Zhu
[Slides]
[Video]
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K-Nearest-Neighobor Machine Translation, invited tutorial, at NLPCC'2022.
Shujian Huang, Wenhao Zhu
[Slides]
[Video]
Services
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Program Committee / Conference Reviewer
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
ACL Rolling Review (ARR), 2023
China National Conference on Computational Linguistics (CCL), 2022-2023
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Teaching Assistant
Machine Translation and Natural Language Generation, Spring 2023
Programming for Artificial Intelligence, Spring 2021
Advanced Programming, Autumn 2020
Correpondence
1024, Computer Science and Technology Building
Xianlin Campus of Nanjing University
163 Xianlin Avenue, Nanjing 210023, China
Last Update: Oct 2023
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