Zhangyin Feng

I am a Ph.D. student in Research Center for Social Computing and Information Retrieval , Text Generation group, at Harbin Institute of Technology (HIT, China). My advisor is Prof. Bing Qin.


  • September 15, 2020. One paper was accepted by Findings of EMNLP 2020. Thanks to all my coauthors.
  • November 6, 2019. I am a research intern in Natural Language Computing group of Microsoft Research Asia and work with Dr. Duyu Tang.

Research Interests

  • Natural Language processing, Text Generation


  • Ph.D. Student, Computer Science @Harbin Institute of TechnologySeptember 2019 - Present
  • M.S., Computer Science @Harbin Institute of TechnologySeptember 2018 - July 2019
  • B.E., Computer Science @Harbin Institute of TechnologySeptember 2014 - July 2018


  • Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Jian Yin, Daxin Jiang and Ming Zhou. GraphCodeBERT: Pre-training Code Representations with Data Flow. ICLR, 2021 ([pdf])
  • Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, Ming Zhou. CodeBERT: A Pre-Trained Model for Programming and Natural Languages. Findings of EMNLP 2020 ([pdf, code], Top 10 Most Influential EMNLP 2020 Papers)
  • Wanjun Zhong, Duyu Tang, Zhangyin Feng, Nan Duan, Ming Zhou, Ming Gong, Linjun Shou, Daxin Jiang, Jiahai Wang, Jian Yin. LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network. ACL 2020 ([pdf])
  • Xiaocheng Feng, Zhangyin Feng, Wanlong Zhao, Nan Zou, Bing Qin, Ting Liu. Improved Neural Machine Translation with POS-Tagging Through Joint Decoding. AICON 2019
  • Xiaocheng Feng, Xiachong Feng, Bing Qin, Zhangyin Feng, Ting Liu. Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer. IJCAI 2018 ([pdf, code])


  • Research Intern, Natural Language Computing, MSRANovember 2019 - August 2020
    Mentor: Dr. Duyu Tang
  • Research Intern, Joint Laboratory of HIT and iFLYTEK Research (HFL)July 2017 - October 2017
    Mentor: Dr. Ruiji Fu

Honors and Awards

  • Top 100 Graduation Thesis of Harbin Institute of Technology(Top 2.5%)2018
  • Outstanding Graduate of Harbin Institute of Technology2018
  • Merit Student of Heilongjiang Province2018
  • National Inspirational Scholarship2015,2016,2017
  • CASC Scholarship2015
  • Outstanding Student Cadres2015