Tuan M. Lai
PhD Student
University of Illinois at Urbana-Champaign (UIUC)


Selected Publications (1 EMNLP / 1 NAACL / 3 COLING / 1 ICASSP / 1 CG&A)

For a complete list, refer to Google Scholar. [Rank A] tag is used to mark papers that appear in CS conferences of rank A.
  • [Rank A] A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents
    Tuan Manh Lai, Trung Bui, Doo Soon Kim and Quan Hung Tran.
    International Conference on Computational Linguistics (COLING 2020)

  • [Rank A] Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering
    Quan Hung Tran, Nhan Dam, Tuan Lai, Franck Dernoncourt, Trung Le, Nham Le and Dinh Phung.
    International Conference on Computational Linguistics (COLING 2020)

  • [Rank A] A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems
    Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara.
    International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020)
    [Paper Link][Code][Video][Certificate of Presentation]

  • [Rank A] A Gated Self-attention Memory Network for Answer Selection
    Tuan Lai*, Quan Hung Tran*, Trung Bui, Daisuke Kihara.
    Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)
    [Paper Link] [Poster]

  • [Journal] DeepCompare: Visual and Interactive Comparison of Deep Learning Model Performance
    Sugeerth Murugesan, Sana Malik, Fan Du, Eunyee Koh, Tuan Manh Lai.
    IEEE Computer Graphics and Applications 2019 (IEEE CG&A 2019)
    [Paper Link] [Video]

  • [Rank A] The Context-Dependent Additive Recurrent Neural Net
    Quan Hung Tran, Tuan Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui.
    Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2018)
    [Paper Link] [Poster]

  • [Rank A] A Review on Deep Learning Techniques Applied to Answer Selection
    Tuan Manh Lai, Trung Bui, Sheng Li.
    International Conference on Computational Linguistics (COLING 2018)
    [Paper Link] [Poster]