Shuo Wang   Ph.D Candidate Machine Translation Group Department of Computer Science and Technology Tsinghua University Beijing, China. 100084. E-mail: wangshuo.thu[AT]gmail.com [CV][Google Scholar][GitHub]

Biography

I am a final-year year Ph.D student at the Department of Computer Science and Technology (Dept. of CST) at Tsinghua University. I feel lucky to be advised by Prof. Yang Liu. Before that, I received my B.E. degree from the Dept. of CST, Tsinghua, in 2018.

Research Interests

I am working on the following areas of natural language processing:

• Multilingual Language Model
• Controllable Machine Translation
• Uncertainty Estimation and Confidence Calibration
• Data Augmentation and Pre-Training

Publications

• TemplateGEC: Improving Grammatical Error Correction with Detection Template
  Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang
  Proceedings of ACL 2023
• A Template-based Method for Constrained Neural Machine Translation
  Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu
  Proceedings of EMNLP 2022
• Integrating Vectorized Lexical Constraints for Neural Machine Translation
  Shuo Wang, Zhixing Tan, Yang Liu
  Proceedings of ACL 2022
• MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators
  Zhixing Tan, Xiangwen Zhang, Shuo Wang, Yang Liu
  Proceedings of ACL 2022
• On the Language Coverage Bias for Neural Machine Translation
  Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu
  Findings of the Association for Computational Linguistics: ACL 2021
• Neural machine translation: A review of methods, resources, and tools
  Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu
  AI Open
• On the Inference Calibration of Neural Machine Translation
  Shuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu
  Proceedings of ACL 2020
• Tsinghua University Neural Machine Translation Systems for CCMT 2020
  Gang Chen, Shuo Wang, Xuancheng Huang, Zhixing Tan, Maosong Sun, Yang Liu
  Proceedings of CCMT 2020
• THUMT: An Open-Source Toolkit for Neural Machine Translation
  Zhixing Tan, Jiacheng Zhang, Xuancheng Huang, Gang Chen, Shuo Wang, Maosong Sun, Huanbo Luan, Yang Liu
  Proceedings of AMTA 2020
• Improving Back-Translation with Uncertainty-based Confidence Estimation
  Shuo Wang, Yang Liu, Chao Wang, Huanbo Luan, Maosong Sun
  Proceedings of EMNLP 2019

Competitions

• Tsinghua University Neural Machine Translation Systems for CCMT 2020
  Chinese⇌English Translation, 1st place
  

Professional Services

• Conference Reviewer: ACL, EMNLP.
• Secondary Reviewer: NeurIPS, ICLR, AAAI, NAACL.

Experiences

• 07.2019-02.2021 Tencent AI Lab. Research Intern. I enjoy working with my mentor, Zhaopeng Tu.

Selected Awards

• Tencent Inc., 2021
  Academic Innovation Award of Rhino-Bird Focused Research Program
• Ministry of Education of China, 2020
  China National Scholarship
• Tencent Inc., 2020
  Recognition Award of Rhino-Bird Elite Training Program
• Dept. of CST, THU, 2018
  Outstanding Graduate
• Dept. of CST, THU, 2017
  Academic Excellence Scholarship
• Dept. of CST, THU, 2016
  Academic Excellence Scholarship