Research Areas:
Natural Language Processing and Deep Learning
Associate Professor Siu Cheung HUI
asschui@ntu.edu.sg
http://www.ntu.edu.sg/home/asschui/
Principal Interests and Expertise
- Natural Language Processing, Machine Learning, Data Mining, Deep Learning
- Intelligent Recommendation, Sentiment Analysis, Information Retrieval
- Question Answering, Text Matching, Automatic Essay Grading
Representative Papers
- Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Recurrently Controlled Recurrent Networks, Proceedings of NIPS 2018, Montreal, Canada.
- Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences, Proceedings of EMNLP 2018, Brussels, Belgium.
- Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su, Reasoning with Sarcasm by Reading In-between, Proceedings of ACL 2018, Melbourne, Australia.
- Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Multi-Pointer Co-Attention Networks for Recommendation, Proceedings of KDD 2018, London, UK.
- Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking, Proceedings of WWW 2018, Lyon, France.
- Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering, Proceedings of WSDM 2018, Los Angeles, USA.