Hi, I'm Longxu, a third-year Ph.D. student from Language Analysis Group of SCIR Lab in HIT. My research focuses on Semantic Parsing, including both general-purpose and task-specific. I am fortunately advised by Professor Wanxiang Che. Previously, I have spent my wonderful undergraduate research life in MSRA, working with Jinpeng Wang, mentored by Chin-Yew Lin. Thanks to the support of my research mentors. I am fortunate to work with talented researchers and excellent classmates. Email: lxdou@ir.hit.edu.cn [Github] [Google Scholar]

Education

• Ph.D Student Harbin Institute of Technology 2018.9-present
  SCIR Lab, Language Analysis Group, Advisor: Wanxiang Che

• Remote Visiting Student National University of Singapore 2021.3-now
  WING Lab, Mentor: Min-Yen Kan

• Bachelor of Engineering Harbin Institute of Technology 2014.9-2018.6
  Major: Computer Science

• Exchanged Student National Chiao Tung University 2016.9--2017.1
  Major: Computer Science

Reseach Experience

• Reseach Intern Microsoft Research Asia 2021.3-now
  Big Data Mining Group, Mentor: Yan Gao, Jian-Guang Lou

• Reseach Intern Microsoft Research Asia 2017.7-2018.7
  Knowledge Computing Group, Mentor: Jinpeng Wang, Chin-Yew Lin

Publication

• HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser
  Longxu Dou, Yunlong Feng, Yuqiu Ji, Wanxiang che, Ting Liu
  2020 Conference on Computational Natural Language Learning (CoNLL 2020, Shared Task)
  [paper] [slides] [code] [result]
  Ranking 3rd on the CoNLL2020 Shared Task leaderboard: Cross-Framework and Cross-Lingual Meaning Representation Parsing

• HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Effective Encoding and Efficient Training
  Wanxiang Che, Longxu Dou, Yang Xu, Yuxuan Wang, Yijia Liu, Ting Liu
  2019 Conference on Computational Natural Language Learning (CoNLL 2019, Shared Task)
  [paper] [attachment] [slides] [poster] [code] [result]
  Ranking 1st on the CoNLL2019 Shared Task leaderboard: Cross-Framework Meaning Representation Parsing.

• Data2Text Studio: Automated Text Generation from Structured Data.
  Longxu Dou, Guanghui Qin, Jinpeng Wang, Jin-Ge Yao, Chin-Yew Lin
  2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018, Demo Session)
  [paper] [poster] [demo]
  You could visit this demo using the account(emnlp2017) and password(emnlp2017).

Services

• Program Committee Member: EMNLP2021, CoNLL-SST2020

• Reviewer: ACL2021, COLING2020, CoNLL-SST2020/2019, CCL2020 (Best Reviewer)

Awards & Honors

• Graduate National Scholarship, 2018

• PhD Fellowship of HIT, 2018

• Excellent Graduate of HIT, 2018

• Stars of Tomorrow Internship Award of MSRA, 2018