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 third year Ph.D candidate 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

My research interests are mainly in assessing and improving the reliability of modern neural networks, especially for neural machine translation.

Selected Publications

• MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators
  Zhixing Tan, Xiangwen Zhang, Shuo Wang, Yang Liu
  preprint
• Language Models are Good Translators
  Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu
  preprint
• [bib][pdf]
  On the Language Coverage Bias for Neural Machine Translation
  Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu
  ACL 2021 (Findings)
• [code][bib][pdf]
  On the Inference Calibration of Neural Machine Translation
  Shuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu
  ACL 2020
• [code][bib][pdf]
  Improving Back-Translation with Uncertainty-based Confidence Estimation
  Shuo Wang, Yang Liu, Chao Wang, Huanbo Luan, Maosong Sun
  EMNLP 2019

Competitions

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

Professional Services

• Conference Reviewer: ACL, EMNLP, CCL.

Experiences

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

Selected Awards

• Ministry of Education of China, 2020
  China National Scholarship
• Tencent Inc., 2019
  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