Wenhao Zhu (朱文昊)

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Ph.D. candidate, NJUNLP Group
State Key Laboratory of Novel Software Technology
Department of Computer Science and Technology
Nanjing University
Supervisor: Prof. Shujian Huang & Prof. Jiajun Chen
Email: zhuwh{at}smail.nju.edu.cn

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), especially in neuro-symbolic MT and MT domain adaptation.

News

  • May 2023: Our three papers are accepted by ACL'2023.

  • Apr 2023: My supervisor and I give a talk at HIT about LLM's multilingual ability.

  • Nov 2022: My supervisor and I give a talk at MLNLP about kNN-MT.

  • Sept 2022: My supervisor and I give a talk at NLPCC about kNN-MT.

  • Sept 2022: I start internship at Shanghai Artificial Intelligence Laboratory.

  • Aug 2022: Our kNN-box toolkit is released on Github.

Papers

  • 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] [Video] [文字解读]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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] [文字解读]

  • Improving Bilingual Lexicon Induction on Distant Language Pairs

    Wenhao Zhu, Zhihao Zhou, Shujian Huang, Zhenya Lin, Xiangsheng Zhou, Yaofeng Tu, Jiajun Chen

    China Conference on Machine Translation (CCMT), 2019. Best English Paper Award.

    [Paper] [Slides]

Talks

  • Analyzing Multilingual Machine Translation Ability of Large Language Models, invited talk, at HIT.

    Shujian Huang, Wenhao Zhu

    [Slides] [Video]

  • K-Nearest-Neighobor Machine Translation, invited talk, at MLNLP2022.

    Shujian Huang, Wenhao Zhu

    [Slides] [Video]

  • K-Nearest-Neighobor Machine Translation, invited tutorial, at NLPCC2022.

    Shujian Huang, Wenhao Zhu

    [Slides] [Video]

Experience

Services

  • Program Committee / Conference Reviewer

    Annual Meeting of the Association for Computational Linguistics (ACL), 2023

    China National Conference on Computational Linguistics (CCL), 2022-2023

  • 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: May 2023