Tuan Nguyen

Hi! I am a Ph.D. student in Computer Science at the UA. I am fortunate to be advised by Prof. Kwang-Sung Jun, working on bandit algorithms and theoretical machine learning. I obtained my M.S. degree in Computer Science from the UO, working with Prof. Prof. Thien Huu Nguyen in unsupervised domain adaptation and multi-lingual NLP.

I am broadly interested in theoretical computer science and machine learning. In particular, I am interested in developing and analyzing adaptive decision-making algorithms including bandit algorithms, Monte Carlo tree search methods, and reinforcement learning.

Selected Publications

  1. Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments
    Minh Van Nguyen, Tuan Ngo Nguyen, Bonan Min, and Thien Huu Nguyen
    In Proceedings of the EMNLP 2021
  2. Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-Document Coreference of Entity and Event Mentions
    Duy Phung, Tuan Ngo Nguyen, and Thien Huu Nguyen
    In Proceedings of the NAACL-HLT TextGraphs Workshop 2021
  3. Event Detection: Gate Diversity and Syntactic Importance Scoresfor Graph Convolution Neural Networks
    Viet Dac Lai, Tuan Ngo Nguyen, and Thien Huu Nguyen
    In Proceedings of the EMNLP 2020
  4. Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction
    Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, and Thien Huu Nguyen
    In Findings of the EMNLP 2020
  5. Learning to select important context words for event detection
    Nghia Trung Ngo, Tuan Ngo Nguyen, and Thien Huu Nguyen
    In Proceedings of the PAKDD 2020
  6. On the effectiveness of the pooling methods for biomedical relation extraction with deep learning
    Tuan Ngo Nguyen, Franck Dernoncourt, and Thien Huu Nguyen
    In Proceedings of the EMNLP LOUHI Workshop 2019