I received my B.Sc. degree from Dalian University of Technology in 2023, and during my undergraduate years, I actively participated in several Programming Contest, including ICPC and CCPC. Furthermore, I was honored to be admitted to pursue my M.Sc. degree at School of Computer Science, Nanjing University without entrance examination. Currently, I am a member of the NJUNLP Group, working under the supervision of Prof. Shujian Huang.

Feel free to follow me on my social media platforms listed in the sidebar. If you’re interested in collaborating, don’t hesitate to reach out!

中文简历 CV (Please contect me directly for the lastest version)

Research Interests

• Machine Translation, with a particular focus on Quality Estimation
• Synthetic Data
• Large Language Models(LLMs) Inference
• Multilingual LLMs

Awards & Honors

• First-class Academic Scholarship, Nanjing University, 11.2023
• National Scholarship, Dalian University of Technology, 12.2021 & 12.2022
• Second Prize in individuals, China Collegiate Computing Contest, 5.2021
• Honorable Mention, ICPC EC-Final, 4.2021
• Second Prize, Chinese Mathematics Competitions, 12.2020
• Silver Medal, China Collegiate Algorithm Design & Programming Challenge Contest, 11.2020
• Gold Medal, Liaoning Province Collegiate Programming Contest, 10.2020

Publications

Note: * indicates the corresponding author.

• How does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective
  Zhejian Lai & Shimao Zhang & Xiang Liu, Shuaijie She, Xiao Liu, Yeyun Gong, Shujian Huang*, Jiajun Chen
  preprint. (arXiv:2505.21505)
• Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation
  Zhejian Lai & Xiang Geng, Jiajun Chen, Hao Yang, Shujian Huang*
  ACL 2025. (arxiv:2502.19941, code)
• Why Not Transform Chat Large Language Models to Non-English
  Xiang Geng, Ming Zhu, Jiahuan Li, Zhejian Lai, Wei Zou, Shuaijie She, Jiaxin Guo, Xiaofeng Zhao, Yinglu Li, Yuang Li, Chang Su, Yanqing Zhao, Xinglin Lyu, Min Zhang, Jiajun Chen, Hao Yang, Shujian Huang*
  preprint. (arxiv:2405.13923)
• Unify word-level and span-level tasks: NJUNLP’s Participation for the WMT2023 Quality Estimation Shared Task
  Xiang Geng, Zhejian Lai, Yu Zhang, Shimin Tao, Hao Yang, Jiajun Chen, Shujian Huang*
  WMT2023 Shared Task. (2023-wmt:1.71, code)
• Improved pseudo data for machine translation quality estimation with constrained beam search, EMNLP 2023 Long Paper
  Xiang Geng & Yu Zhang, Zhejian Lai, Shuaijie She, Wei Zou, Shimin Tao, Hao Yang, Jiajun Chen, Shujian Huang*
  EMNLP 2023. (2023-emnlp-main:764, code)

Click here for details