Research interests

    Biography

    https://people.eng.unimelb.edu.au/dqnguyen

    Recent publications

    1. Nguyen, DQ.; Verspoor, K. From POS tagging to dependency parsing for biomedical event extraction.. BMC bioinformatics. 2019, Vol. 20, Issue 1, pp. 72-. DOI: 10.1186/s12859-019-2604-0
    2. Nguyen, DQ.; Nguyen, DQ.; Vu, T.; Dras, M.; Johnson, M. A Fast and Accurate Vietnamese Word Segmenter. Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018). European Language Resources Association. 2018, pp. 2582-2587.
    3. Nguyen, DQ.; Nguyen, TD.; Nguyen, DQ.; Phung, D. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers). Association for Computational Linguistics. 2018, pp. 327-333.
    4. Nguyen, DQ.; Verspoor, K. An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing. Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. Association for Computational Linguistics. 2018, pp. 81-91.
    5. Zhai, Z.; Nguyen, DQ.; Verspoor, K. Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition. Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis. Association for Computational Linguistics. 2018, pp. 38-43.
    6. Nguyen, DQ.; Verspoor, K. Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings. Proceedings of the BioNLP 2018 workshop. Association for Computational Linguistics. 2018, pp. 129-136.
    7. Vu, T.; Nguyen, DQ.; Vu, X-S.; Nguyen, DQ.; Catt, M.; Trenell, M. NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter. Proceedings of The 12th International Workshop on Semantic Evaluation. Association for Computational Linguistics. 2018, pp. 525-530.
    8. Vu, T.; Nguyen, DQ.; Nguyen, DQ.; Dras, M.; Johnson, M. VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations. Association for Computational Linguistics. 2018, pp. 56-60.