Projects per year
Bibliographical noteFunding Information:
This journal paper is an extension based on a conference paper, entitled “Emochannelattn: Exploring emotional construction towards multi-class emotion classification”, which has been published in the 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) . For a concise expression and the consistency with the original paper, we reuse a part of the content from the conference version. We have significantly revised the conference version by proposing a novel model, adding extensive experiments, and discussing parameter issues. Compared to the conferecne version, there are at least 70% new content in this extended journal version. Some notations, equations, algorithms and so on are reused for smooth presentation. The research has been supported by the One-off Special Fund from Central and Faculty Fund in Support of Research from 2019/20 to 2021/22 (MIT02/19-20), the Research Cluster Fund (RG 78/2019-2020R), and the Interdisciplinary Research Scheme of the Dean’s Research Fund 2019-20 (FLASS/DRF/IDS-2) of The Education University of Hong Kong, the Hong Kong Research Grants Council under the Collaborative Research Fund (project number: C1031-18G), and the Direct Grant (DR21A5) and the Faculty Research Grant (DB21A9) of Lingnan University, Hong Kong.
© 2021, The Author(s).
- Emotion classification
- Emotion lexicon
- Sentiment analysis
FingerprintDive into the research topics of 'EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism'. Together they form a unique fingerprint.
- 2 Finished
1/03/21 → 28/02/22
Project: Grant Research
XIE, H. & LAM, W.
1/09/20 → 31/08/21
Project: Grant Research
- 1 Conference paper (refereed)
LI, Z., CHEN, X., XIE, H., LI, Q. & TAO, X., Dec 2020, Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020. He, J., Purohit, H., Huang, G., Gao, X. & Deng, K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 242-249 8 p. 9457707. (Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020).
Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review