About me

I am a second-year PhD student (2021 - present) of Department of Computer Science and Engineering at Shanghai Jiao Tong University (SJTU). I am fortunate to be advised by Prof. Rui Wang. Before that, I received the bachelor degree in Software Engineering from South China University of Technology (SCUT). I am currently a research intern at Tencen AI Lab, co-advised by Dr. Xing Wang and Dr. Zhaopeng Tu.

Research

I am interested in natural language processing and machine learning, especially machine translation, multilinguality, and model editing.

🔥News

• May. 2022: New preprint 🖨️: We introduce the MAPS framework, enabling LLMs to mimic the human translation strategy. See also the media coverage 📸.
• May. 2022: One short paper accepted by ACL 2023.

Publications

• Exploring Human-Like Translation Strategy with Large Language Models
  Zhiwei He*, Tian Liang*, Wenxiang Jiao, Zhuosheng Zhang, Yujiu Yang, Rui Wang, Zhaopeng Tu, Shuming Shi, Xing Wang
  ARXIV 2023. [arxiv] [code] [bib]
  
• TeCS: A Dataset and Benchmark for Tense Consistency of Machine Translation
  Yiming Ai, Zhiwei He, Kai Yu, Rui Wang
  ACL 2023. [arxiv] [data] [bib]
  
• Tencent AI Lab-Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task
  Zhiwei He, Xing Wang, Zhaopeng Tu, Shuming Shi, Rui Wang
  WMT 2022. [arxiv] [code] [poster] [bib]
  
• Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation
  Zhiwei He, Xing Wang, Rui Wang, Shuming Shi, Zhaopeng Tu
  ACL 2022 (Full meta-score). [arxiv] [code] [slide] [poster] [bib]
  

Competition

• WMT 2022: ranked 1st (English=>Livonian) and 2nd (Livonian=>English) in General Translation Task (Unconstrained System).
  [arxiv] [code] [poster]