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 MT domain adaptation and neuro-symbolic MT.

News

  • 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

  • Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation

    Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Jingjing Xu

    arXiv 2212.10551

    [Paper]

  • What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation

    Wenhao Zhu, Shujian Huang, Yunzhe Lv, Xin Zheng, Jiajun Chen

    arXiv 2211.04052

    [Paper]

  • 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

    International Conference on Language Resources and Evaluation (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

  • 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] [Github]

Experience

Services

  • Conference Reviewer, China National Conference on Computational Linguistics (CCL), 2022
  • Conference Volunteer, International Joint Conferences on Artificial Intelligence (IJCAI), 2020
  • Teaching Assistant, Programming for Artificial Intelligence, Spring 2021
  • Teaching Assistant, Advanced Programming, Autumn 2020

Correpondence

1024, Computer Science and Technology Building

Xianlin Campus of Nanjing University

163 Xianlin Avenue, Nanjing 210023, China

Last Update: Dec 2022