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Chenyang Huang

Neural Natural Language Processing - Deep Learning - Machine Learning

Ph.D. Student in Computing Science Department at University of Alberta

E-mail: chuang8[at]ualberta[dot]ca


I obtained a M.Sc degree in the Department of Computing Science at University of Alberta.
under the supervision of Prof. Osmar R. Zaïane.
My master thesis is Towards Emotion Intelligence in Neural Dialogue Systems
I am currently exploring several NLP topics including semantic parsing, automatic knowledge graph construction. .

PROJECTS



Dialogue Generation with expressed emotions.
RELATED PAPERS: [1][2][4][5]

Salient object detection.
RELATED PAPERS: [3]

PUBLICATIONS



[5]. Nawshad Farruque, Chenyang Huang, Osmar R. Zaiane, Randy Goebel, "Basic and depression specific emotion identification in Tweets: multi-label classification experiments", The 20th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), La Rochelle, France, April 7-13, 2019.

[4]. Chenyang Huang, Amine Trabelsi, Osmar R. Zaiane, "ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT", The 13th International Workshop on Semantic Evaluation collocated with NAACL, Minneapolis, USA 2-7 June, 2019. (Selected as the only oral presentation for the task. 1 out of 45)

[3]. Xuebin Qin, Zicheng Zhang,Chenyang Huang, Chao Gao, Masood Dehghan, Martin Jagersand. "BASNet: Boundary Aware Salient Object Detection", The 13th IEEE/CVFConference on Computer Vision and Pattern Recognition (CVPR),Long Beach, USA, June 16-20, 2019.

[2]. Chenyang Huang,Osmar R. Zaiane. "Generating Responses Expressing Emotion in an Open-domain Dialogue System" In: Bodrunova S. et al. (eds) Internet Science. INSCI 2018. Lecture Notes in Computer Science, vol 11551. Springer, Cham

[1]. Chenyang Huang,Osmar R. Zaiane, Amine Trabelsi and Nouha Dziri. "Automatic Dialogue Generation with Expressed Emotions" The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), New Orleans, USA, June 1-6, 2018.