Shexia He

Master Candidate of Computer Science

Supervisor: Hai Zhao


Email:
heshexia@sjtu.edu.cn

Address

Department of Computer Science,
800 Dongchuan Road,
Shanghai Jiao Tong University,
200240, China


  Research Interest


  • Natural Language Processing

  • Machine Learning

  Publications


  • Dependency or Span, End-to-End Uniform Semantic Role Labeling. [paper] [code]
    Zuchao Li, Shexia He*, Hai Zhao, Yiqing Zhang, Zhuosheng Zhang, Xi Zhou, Xiang Zhou. In Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), Honolulu, Hawaii, USA, January 27-February 1, 2019. (*: equal contribution)

  • Syntax for Semantic Role Labeling, to Be, or Not to Be. [paper] [code]
    Shexia He, Zuchao Li, Hai Zhao, Hongxiao Bai, Gongshen Liu. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Melbourne, Australia, July 15-20, 2018.

  • A Unified Syntax-aware Framework for Semantic Role Labeling. [paper] [code]
    Zuchao Li, Shexia He*, Jiaxun Cai, Zhuosheng Zhang and Hai Zhao, Gongshen Liu, Linlin Li, Luo Si. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, October 31-November 4, 2018. (*: equal contribution)

  • Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing. [paper] [code]
    Zuchao Li, Shexia He*, Zhuosheng Zhang, Hai Zhao. The SIGNLL Conference on Computational Natural Language Learning (CoNLL 2018), Brussels, Belgium, October 31-November 1, 2018. (*: equal contribution)

  • A Full End-to-End Semantic Role Labeler, Syntax-agnostic Over Syntax-aware? [paper] [code]
    Jiaxun Cai, Shexia He, Zuchao Li and Hai Zhao. In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, New Mexico, USA, August 20-26, 2018.

  • Seq2seq Dependency Parsing. [paper] [code]
    Zuchao Li, Jiaxun Cai, Shexia He and Hai Zhao. In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, New Mexico, USA, August 20-26, 2018.

  • Effective Subword Segmentation for Text Comprehension. [paper] [code]
    Zhuosheng Zhang, Hai Zhao, Kangwei Ling, Jiangtong Li, Zuchao Li and Shexia He. arXiv:1811.02364.

  • Attentive Semantic Role Labeling with Boundary Indicator. [paper] [code]
    Zhuosheng Zhang, Shexia He, Zuchao Li, Hai Zhao. arXiv:1809.02796.

  • I Know What You Want: Semantic Learning for Text Comprehension. [paper] [code]
    Zhuosheng Zhang, Yuwei Wu, Zuchao Li, Shexia He and Hai Zhao. arXiv:1809.02794.


  Education Background


-- Bachelor in Software Engineering, University of Electronic Science and Technology of China, Sep. 2013 - Jun. 2017

-- Master in Computer Science, Shanghai Jiao Tong University, Sep. 2017 - Current



  Links


· Shanghai Jiao Tong University
· Center for Brain-Like Computing and Machine Intelligence
· Department of Computer Science&Engineering