Sentiment Analysis, Text Classification, Sequence Labeling
Multilingual: E-community Toxicity, Language Identification
Machine Learning, Neural Network, Deep Learning
Natural Language Processing, Artificial Intelligence
Publication
Duy Tin Vo, Richard Khoury. Language Identification on Massive Datasets of Short Message using an Attention Mechanism CNN. In ASONAM 2020 (Virtual).
Duy Tin Vo, Yue Zhang and Xiaodan Zhu. Shallow Network with Rich Features for Text Classification. In CICLing 2018, Hanoi, Vietnam.
Zhiyang Teng, Duy Tin Vo and Yue Zhang. Context - Sensitive Lexicon Features for Neural Sentiment Analysis. In Proceedings of EMNLP 2016, Texas, USA, November.
Duy Tin Vo and Yue Zhang. Don’t Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text. In Proceedings of ACL 2016, Berlin, Germany, August.
Meishan Zhang, Yue Zhang and Duy Tin Vo. Gated Neural Networks for Targeted Sentiment Analysis. In Proceedings of AAAI 2016, Phoenix, Arizona, USA, February.
Meishan Zhang, Yue Zhang and Duy Tin Vo. Neural Networks for Open Domain Targeted Sentiment. In proceedings of EMNLP 2015, Lisboa, Portugal, September.
Duy Tin Vo and Yue Zhang. Target-dependent Twitter Sentiment Classification with Rich Automatic Features. In Proceedings of IJCAI 2015, Buenos Aires, Argentina, July.
Talk
Duy Tin Vo. Neural Network Methods for Targeted Sentiment Extraction. An invited talk to Deep Learning Summit Asia 2016, Singapore, October.
Yue Zhang and Duy Tin Vo. Neural Networks for Sentiment Analysis. Tutorial at EMNLP 2016, Texas, USA, November.
Service
PC member:
Conference on Natural Language Proocessing & Chinese Computing (2016);
Joint Conference on Chinese Language Processing (2016);
International Conference on Computational Linguistics (2018).
Sub-Reviewer:
Association for the Advancement of Artificial Intelligence Conference (2017);
European Chapter of the Association for Computational Linguistics (2017);
Conference of the International Speech Communication Association (2017);
Conference on Neural Information Processing Systems (2017);
Annual Meeting of the Association for Computational Linguistics (2018).