
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
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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
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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
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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
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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
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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
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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.
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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.
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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.
Corpus Annotation
Research Experience
- Visiting Student, WIAS 2018.09 - 2019.03, advised by Prof. Yue Zhang
- Guest Ph.D. Student, DIKU 2019.08 - 2020.08, advised by Prof. Anders Søgaard
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
- Prof. Xiaocheng Feng (Harbin Institute of Technology)
- Yao Hu (mihoyo)
- Huaipeng Zhao (Alibaba)
- Bo Zheng (Harbin Institute of Technology)
- Yuxuan Wang (Zhijiang Lab)