Jianhua Yuan (袁建华)
Welcome to Jianhua's homepage!

I am a Ph.D. candidate in Research Center for Social Computing and Information Retrieval at Harbin Institute of Technology (HIT, China) since Sept. 2017.

My advisor is Prof. Bing Qin. I am co-supervised by Prof. Yanyan Zhao.

E-mail: jhyuan (at) ir (dot) hit (dot) edu (dot) cn

Find me in [Google Scholar] [Github] [CV]


Research Interests

    Deep Learning, Natural Language Processing and Sentiment Analysis

Papers

  • SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection [pdf]
    [code]
    Proceedings of the 29th International Conference on Computational Linguistics, (COLING 2022, full paper)
    Jianhua Yuan, Yanyan Zhao, Yanyue Lu, Bing Qin

  • Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification. [pdf]
    International Journal of Machine Learning and Cybernetics, Volume 13, pages 2711–2724 (2022), (IJMLC, IF=4.377)
    Jianhua Yuan, Yanyan Zhao, Bing Qin

  • Knowledge Enhanced Target-aware Stance Detection on Tweets. [pdf]
    Proceedings of the 15th China Conference on Knowledge Graph and Semantic Computing, (CCKS 2021, full paper)
    Xin Zhang, Jianhua Yuan, Yanyan Zhao, Bing Qin

  • Recent advances in deep learning based sentiment analysis. [pdf]
    Science China Technological Sciences, Volume 63, pages 1947–1970 (2020), (SCTS, IF=3.572)
    Jianhua Yuan, Yang Wu, Xin Lu, Yanyan Zhao, Bing Qin, Ting Liu

  • Exploring Answer Stance Detection with Recurrent Conditional Attention. [pdf][code]
    Proceedings of the 33rd AAAI Conference on Artificial Intelligence, (AAAI 2019, full paper)
    Jianhua Yuan, Yanyan Zhao, Jingfang Xu, Bing Qin

  • A Joint Model for Sentiment Classification and Opinion Words Extraction. [pdf]
    The 17th Chinese Computational Linguistics and Natural Language Processing Based on Naturally
    Annotated Big Data
    , (CCL 2018, full paper)
    Dawei Cong, Jianhua Yuan, Yanyan Zhao, Bing Qin.

  • Babbling-The HIT-SCIR System for Emotional Conversation Generation. [pdf]
    The 6th Conference on Natural Language Processing and Chinese Computing, (NLPCC 2017, full paper)
    Jianhua Yuan, Huaipeng Zhao, Yanyan Zhao, Dawei Cong, Bing Qin, Ting Liu.

  • Local Contexts Are Effective for Neural Aspect Extraction. [pdf]
    The 6th Conference on Social Media Processing, (SMP 2017, full paper)
    Jianhua Yuan, Yanyan Zhao, Bing Qin, Ting Liu.

Research Experience

Academic Activities

  • January 2019, AAAI'19, Honululu, USA
  • November 2017, NLPCC'17, Dalian, China
  • September 2017, SMP'17, Beijing, China
  • October 2016, EMNLP'16, Austin, USA

Academic Services

  • Reviewer or Secondary Reviewer
    • SMP2017, CCIR2017, CCL2017
    • CCL2018, NLPCC2018
    • CCL2019
    • ACL2020, EMNLP2020, COLING2020, ICLR2020, SMP2020
    • ICLR2021, AAAI2021, ACL2021, NAACL2021, NIPS2021

Friends