Publication

    2018

  • How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
    Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen
    In Proceedings of 2018 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT 2018).
    [paper] [code] [bib]

  • Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
    Shang-Yu Su, Kai-Ling Lo, Yi-Ting Yeh, Yun-Nung Chen
    In Proceedings of 2018 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT 2018).
    [paper] [code] [bib]

  • Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
    Chih-Wen Goo, Guang Gao, Yun-Kai Hsu, Chih-Li Huo, Tsung-Chieh Chen, Keng-Wei Hsu, Yun-Nung Chen
    In Proceedings of 2018 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT 2018).
    [paper] [code] [bib]

    • 2017

  • Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding
    Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen
    In Proceedings of 2017 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU 2017).
    [arXiv] [code] [bib]

  • Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning
    Ta-Chung Chi, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen
    In Proceedings of The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017).
    [arxiv] [code] [bib]

  • MUSE: Modularizing Unsupervised Sense Embeddings
    Guang-He Lee, Yun-Nung Chen
    In Proceedings of The 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017).
    [paper] [code] [bib]