Zonghan Yang (杨宗瀚) First-year doctoral student Natural Language Processing Group Department of Computer Science and Technology Tsinghua University Email: minicheshire@163.com Office: FIT Building, 4-505 [Research] [Education] [Experience]

I am a first-year doctoral student at Natural Language Processing Group, Tsinghua University. I am fortunately advised by Prof. Yang Liu. I am also working with Prof. Chenglong Bao. I also enjoyed working with Prof. Maosong Sun, Prof. Yulia Tsvetkov and Prof. Zuoqiang Shi.

My main research interests lie within deep learning and its applications for natural language processing. I also have broad interests in the intersection of machine learning and other fields.

Papers (^*: equal contribution)

• Neural Machine Translation: A Review of Methods, Resources, and Tools
  Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu.
  In AI Open.

    @inproceedings{tan-etal-2021-neural,
        title = "Neural Machine Translation: A Review of Methods, Resources, and Tools",
        author = "Tan, Zhixing and Wang, Shuo and Yang, Zonghan and Chen, Gang and Huang, Xuancheng and Sun, Maosong and Liu, Yang",
        booktitle = "AI Open",
        year = "2021",
    }
  

[bib] [arXiv]



• Interpolation between Residual and Non-Residual Networks
  Zonghan Yang, Yang Liu, Chenglong Bao, Zuoqiang Shi.
  In ICML 2020.

    @inproceedings{yang-etal-2020-interpolation,
        title = "Interpolation between Residual and Non-Residual Networks",
        author = "Yang, Zonghan and Liu, Yang and Bao, Chenglong and Shi, Zuoqiang",
        booktitle = "Proceedings of ICML",
        year = "2020",
    }
  

[bib] [arxiv] [code] [slides]



• Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach
  Zonghan Yang, Cheng Yong, Yang Liu, Maosong Sun.
  In ACL 2019 (short paper).

    @inproceedings{yang-etal-2019-reducing,
        title = "Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach",
        author = "Yang, Zonghan and Cheng, Yong and Liu, Yang and Sun, Maosong",
        booktitle = "Proceedings of ACL",
        year = "2019",
    }
  

[bib] [Implementation in OpenNMT-tf]



• Chinese Poetry Generation with a Working Memory Model
  Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang.
  In IJCAI 2018.

    @inproceedings{li-etal-2018-chinese,
        title = "Chinese Poetry Generation with a Working Memory Model",
        author = "Yi, Xiaoyuan and Sun, Maosong and Li, Ruoyu and Yang, Zonghan",
        booktitle = "Proceedings of IJCAI",
        year = "2018",
    }
  

[bib] [arXiv]

Projects

• Machine Translation Reading List
  Main contributor and maintainer.
  Now 2.0k stars and 400+ forks!

• 2020 - 202?: Ph.D. from Tsinghua University
• 2016 - 2020: B.Eng from Tsinghua University

• Jul. 2019 - Sep. 2019: Research intern at Carnegie Mellon University
  Worked with Prof. Yulia Tsvetkov on continuous-output neural machine translation.
• Mar. 2017 - Apr. 2018: Research assistant at Tsinghua Natural Language Processing Group
  Worked with Prof. Maosong Sun on multimodal poetry generation.