International Journals
Huy-Tan Thai, Kim-Hung Le, Ngan Luu-Thuy Nguyen. FormerLeaf: An efficient vision transformer for Cassava Leaf Disease detection. Computers and Electronics in Agriculture. (SCIE, IF = 6.757).
Dang Van Thin, Ngan Luu-Thuy Nguyen, Tri Minh Truong, Lac Si Le, and Duy Tin Vo. Vietnamese Sentiment Analysis: An Overview and Comparative Study of Fine-tuning Pretrained Language Models. ACM Transactions on Asian and Low-Resource Language Information Processing. (SCIE, IF = 1.42).
Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. Multi-Stage Transfer Learning with BERTology-Based Language Models for Question Answering System in Vietnamese. International Journal of Machine Learning and Cybernetics, 2022 (SCIE, IF = 4.377).
Kiet Van Nguyen, Nhat Duy Nguyen, Phong Nguyen-Thuan Do, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. ViReader: A Wikipedia-based Vietnamese reading comprehension system using transfer learning. Journal of Intelligent and Fuzzy Systems (SCIE, IF = 1.85).
Dang Van Thin, Ngan Luu-Thuy Nguyen, Tri Minh Truong, Lac Si Le, and Duy Tin Vo. Two New Large Corpora for Vietnamese Aspect-based Sentiment Analysis at Sentence Level. ACM Transactions on Asian and Low-Resource Language Information Processing. 20, 4, Article 62 (July 2021), 22 pages. (SCIE, IF = 1.42).
Kiet Van Nguyen, Khiem Vinh Tran, Son T. Luu, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. Enhancing lexical-based approach with external knowledge for Vietnamese multiple-choice reading comprehension. IEEE Access, 2020. (SCIE, IF = 3.475).
Nhi-Thao Tran, Minh-Quoc Nghiem, Nhung TH Nguyen, Ngan Luu-Thuy Nguyen, Nam Van Chi, Dien Dinh. ViMs: a high-quality Vietnamese dataset for abstractive multi-document summarization. Language Resources and Evaluation, 2020. (SCIE, IF = 1.014).
Mai Duong, Minh-Quoc Nghiem, Ngan Luu-Thuy Nguyen. Exploring alignment-classification methods in the context of professional writing assistance, Data & Knowledge Engineering, 2017. (SCIE, IF = 1.476) Link.
Ngan Nguyen, Jin-Dong Kim, Makoto Miwa, Takuya Matsuzaki, Tsujii Junichi. Protein Coreference Resolution by Simple Semantic Classification, BMC Bioinformatics (BMC Bioinformatics), 2012, 1471-2100. (SCIE, IF = 3.242).
Jin-Dong Kim, Nguyen Ngan, Yue Wang Yue, Junichi Tsujii, Toshihisa Takagi, Akinori Yonezawa. The Genia Event and Protein Coreference tasks of BioNLP Shared Task 2011, BMC Bioinformatics (BMC Bioinformatics ), 13, 8, 2012. (SCIE, IF = 3.242).
International Conferences
Phu Gia-Hoang, Canh Duc Luu, Khanh Quoc Tran, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. ViHOS: Hate Speech Spans Detection for Vietnamese. EACL 2023.
Tin Van Huynh, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. ViNLI: A Vietnamese Corpus for Studies on Open-Domain Natural Language Inference. COLING 2022.
Son T. Luu, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. A Large-scale Dataset for Hate Speech Detection on Vietnamese Social Media Texts. The 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2021).
Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese. The 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2021). Link.
Kiet Van Nguyen, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. A Vietnamese Dataset for Evaluating Machine Reading Comprehension. COLING 2020. Link.
Huy Duc Huynh, Hang Thi-Thuy Do, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese. PACLIC 2020. Link.
Son T. Luu, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. Empirical Study of Text Augmentation on Social Media Text in Vietnamese. PACLIC 2020. Link.
Quan Hoang Lam, Quang Duy Le, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. UIT-ViIC: A Dataset for the First Evaluation on Vietnamese Image Captioning. ICCCI 2020. Link.
Khiem Vinh Tran, Hao Phu Phan, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network. 2020 The 6th Workshop on Noisy User-generated Text (W-NUT). Link.
Tin Van Huynh, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen. Job Prediction: From Deep Neural Network Models to Applications. In Proceeding of the 2020 IEEE RIVF Conference. Link.
Son T. Luu, Hung Phi Nguyen, Kiet Van Nguyen and Ngan Luu-Thuy Nguyen. Comparison Between Traditional Machine Learning Models And Neural Network Models For Vietnamese Hate Speech Detection. In Proceeding of the 2020 IEEE RIVF Conference. Link.
Hao Minh Nguyen, Tri Minh Truong, Dang Van Thin, Ngan Luu-Thuy Nguyen. A corpus for aspect-based sentiment analysis in Vietnamese. In Proceeding of The 11th IEEE International Conference on Knowledge and Systems Engineering (KSE 2019).
Duc-Vu Nguyen, Dang Van Thin, and Ngan Luu-Thuy Nguyen. NLP@UIT at SemEval-2019 Task 4: The Paparazzo Hyperpartisan News Detector. The 13th International Workshop on Semantic Evaluation. Link.
Duc-Vu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. NLP@UIT at VLSP 2019: A Simple Ensemble Model for Vietnamese Dependency Parsing. The Sixth International Workshop on Vietnamese Language and Speech Processing VLSP 2019 - in conjunction with the international conference PACLING 2019. Link.
Tin Van Huynh, Duc-Vu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen. Hate Speech Detection on Vietnamese Social Media Text using the Bi-GRU-LSTM-CNN model. The Sixth International Workshop on Vietnamese Language and Speech Processing VLSP 2019 - in conjunction with the international conference PACLING 2019. Link.
Hang Thi-Thuy Do, Huy Duc Huynh, Duc-Vu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen. Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model. The Sixth International Workshop on Vietnamese Language and Speech Processing VLSP 2019 - in conjunction with the international conference PACLING 2019. Link. Code.
Duc-Vu Nguyen, Thin Van Dang, Kiet Van Nguyen and Ngan Luu-Thuy Nguyen, Vietnamese Word Segmentation with SVM: Ambiguity Reduction and Suffix Capture, 2019 16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019), October 11-13, 2019, Ha Noi, Vietnam. Link.
Thin Van Dang, Duc-Vu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen and Anh Hoang-Tu Nguyen, Multi-task Learning for Aspect and Polarity Recognition on Vietnamese Datasets, 2019 16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019), October 11-13, 2019, Ha Noi, Vietnam. Link.
Vong Ho, Duong Nguyen, Danh Nguyen, Linh Pham, Duc-Vu Nguyen, Kiet Van Nguyen and Ngan Luu-Thuy Nguyen, Emotion Recognition for Vietnamese Social Media Text, 2019 16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019), October 11-13, 2019, Ha Noi, Vietnam. Link.
Phu Xuan-Vinh Nguyen, Tham Thi-Hong Truong, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus, The 5th NAFOSTED Conference on Information and Computer Science (NICS 2018), November 23-24, 2018, Ho Chi Minh, Vietnam. Link.
Thin Van Dang, Vu Duc Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Deep Learning for Aspect Detection on Vietnamese Reviews, The 5th NAFOSTED Conference on Information and Computer Science (NICS 2018), November 23-24, 2018, Ho Chi Minh, Vietnam. Link.
Kiet Van Nguyen, Vu Duc Nguyen, Phu Xuan-Vinh Nguyen, Tham Thi-Hong Truong, Ngan Luu-Thuy Nguyen, UIT-VSFC: Vietnamese Students' Feedback Corpus for Sentiment Analysis, 2018 10th International Conference on Knowledge and Systems Engineering (KSE 2018), November 1-3, 2018, Ho Chi Minh City, Vietnam. Link.
Vu Duc Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Variants of Long Short-Term Memory for Sentiment Analysis on Vietnamese Students' Feedback Corpus, 2018 10th International Conference on Knowledge and Systems Engineering (KSE 2018), November 1-3, 2018, Ho Chi Minh City, Vietnam. Link.
Binh Duc Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, LSTM Easy-first Dependency Parsing with Pre-trained Word Embedding and Character-level Word Embedding in Vietnamese, 2018 10th International Conference on Knowledge and Systems Engineering (KSE 2018), November 1-3, 2018, Ho Chi Minh City, Vietnam. Link.
Binh An Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Error Analysis for Vietnamese Named Entity Recognition on Deep Neural Network Models, The 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING 2018), March, 18-24, 2018, Hanoi, Vietnam. Link.
Thin Van Dang, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, NLP@UIT at VLSP 2018: A Supervised Method For Aspect-based Sentiment Analysis, The fifth international workshop on Vietnamese Language and Speech Processing VLSP 2018 - in conjunction with the international conference CICLing 2018, 3/2018, Hanoi, Vietnam. Link.
Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Vietnamese transition-based dependency parsing with supertag features, The Eighth International Conference on Knowledge and Systems Engineering (KSE 2016), 175-180, Ha Noi, Vietnam. Link.
Mai Duong, Minh-Quoc Nghiem, Ngan Luu-Thuy Nguyen, Alignment classification for professional writing assistance, The Eighth International Conference on Knowledge and Systems Engineering (KSE 2016), 181-186, Ha Noi, Vietnam. Link.
Nhi-Thao Tran, Viet-Thang Luong, Ngan Luu-Thuy Nguyen, Minh-Quoc Nghiem, Effective attention-based neural architectures for sentence compression with bidirectional long short-term memory, The Seventh International Symposium on Information and Communication Technology (SoICT 2016) , 123-130. Link.
Kiet Van Nguyen, Ngan Luu Thuy Nguyen, Error Analysis for Vietnamese Dependency Parsing, The 7th International Conference on Knowledge and System Engineering(KSE), 10-2015, Hochiminh, Vietnam. Link.
Nhi-Thao-Thi Tran, Minh Quoc Nghiem and Ngan Luu-Thuy Nguyen, Improving Vietnamese Sentence Compression by Segmenting Meaning Chunks, The 7th International Conference on Knowledge and System Engineering(KSE), 10-2015, Hochiminh, Vietnam. Link.
Quy Nguyen, Ngan Nguyen, và Yusuke Miyao, Utilizing State-of-the-art Parsers to Diagnose Problems in Treebank Annotation for a Less Resourced Language, The 7th Linguistic Annotation Workshop and Interoperability with Discourse(LAW 7), 08-2013, Sofia, Bulgaria.
Ngan Nguyen, Yusuke Miyao, Alignment-based Annotation of Proofreading Texts toward Professional Writing Assistance, The 6th International Joint Conference on Natural Language Processing(IJCNLP 2013), 2013, Nagoya, Japan.
Xinjian Li, Tian Ran, Ngan Nguyen, Yusuke Miyao và Aizawa Akiko, Question Answering System for Solving Entrance Exams in QA4MRE, Conference and Labs of the Evaluation Forum 2013(CLEF 2013), 09-2013, Valencia, Spain.
Quy Nguyen, Ngan Nguyen, và Yusuke Miyao, Comparing Different Criteria for Vietnamese Word Segmentation, Workshop on South and Southeast Asian Natural Language Processing (SSANLP 2012 ), 2012, Bombay, India.
Ngan Nguyen, Ngan Nguyen, Jin-Dong Kim và Junichi Tsujii, Overview of the Protein Coreference Task in BioNLP Shared Task 2011, Proceedings of BioNLP Shared Task 2011 Workshop, 06-2011, Portland, Oregon, United States.
Yoshinobu Kano, Ngan Nguyen, Rune Sætre, K. Yoshida, Y. Miyao, Yoshimasha Tsuruoka, Yuichiro Matsubayashi, Sophia Ananiadou và Junichi Tsujii, Filling the Gaps Between Tools and Users: A Tool Comparator, Using Protein-Protein Interactions as an Example, The Pacific Symposium on Biocomputing(PSB), 01-2008, Hawaii, United States.
Yoshinobu Kano, Ngan Nguyen, Rune Sætre, Keiichiro Fukamachi, Kazuhiro Yoshida, Yusuke Miyao, Yoshimasa Tsuruoka, Sophia Ananiadou và Jun'ichi Tsujii, Sharable type system design for tool inter-operability and combinatorial comparison, The First International Conference on Global Interoperability for Language Resources (ICGL), 01-2008, Hong Kong.
Yoshinobu Kano, Yoshinobu Kano, Ngan Nguyen, Rune Sætre, K. Yoshida, K. Fukamachi, Yusuke Miyao, Yoshimasha Tsuruoka, Sophia Ananiadou and Junichi Tsujii, Towards Data And Goal Oriented Analysis: Tool Inter-Operability And Combinatorial Comparison, The 3rd International Joint Conference on Natural Language Processing (IJCNLP 2008), 2008, Hyderabad, India.
Nguyen Ngan, Nguyen Ngan, Jin-Dong Kim and Junichi Tsujii, Challenges in Pronoun Resolution System for Biomedical Text, The 6th edition of the Language Resources and Evaluation(LREC), 05-2008, Marrakech, Morocco.
Ngan Nguyen, Jin-Dong Kim, Exploring Domain Differences for the Design of a Pronoun Resolution System for Biomedical Texts, The 22nd International Conference on Computational Linguistics 2008(COLING 2008), 2008, Manchester, United Kingdom.
Quang Do, Ngan Nguyen, Dien Dinh, An Advanced Approach in English-Vietnamese Syntactic Tree Transfer, Recent Advances in Natural Language Processing(RANLP), 09-2005, Borovets, Bulgaria.
Dien Dinh, Ngan Nguyen, Quang Do, Nam Van, A Hybrid Approach to Word Order Transfer in English to Vietnamese Machine Translation, Machine Translation Summit IX(MT Summit), 09-2003, Louisiana, United States.
Dien Dinh , Ngan Nguyen, Quang Do, Word Alignment in English-Vietnamese Bilingual Corpus, International Conference on East-Asian Language Processing and Internet Information Technology (EALPIIT), 01-2002, Hà Nội, Vietnam.
National Journals
Thin Van Dang, Vu Duc Nguyen, Nguyen Van Kiet, Nguyen Luu Thuy Ngan, A Transformation method for aspect-based sentiment analysis, Journal of Computer Science and Cybernetics, 2018. Link.
National Conferences
Tôn Thị Nữ Sáu, Đặng Văn Thìn, Nguyễn Lưu Thùy Ngân. Phân loại tên hồ sơ theo thời hạn bảo quản. In Proceeding of The 8th Conference on Information Technology and its Application (09-2019).
Đặng Văn Thìn , Nguyễn Văn Kiệt, Nguyễn Lưu Thùy Ngân, Ứng dụng hỗ trợ tra cứu cụm từ dùng trong bài báo khoa học bằng Tiếng Anh, In Proceeding of The 10th National Conference on Fundamental and Applied IT Research – FAIR’X Vietnam ( August, 2017). Link.
Lê Thị Thanh Thùy , Nguyễn Văn Kiệt, Nguyễn Lưu Thùy Ngân, Phân loại câu hỏi tiếng Việt ứng dụng cho hệ thống hỏi đáp mở, In Proceeding of The 10th National Conference on Fundamental and Applied IT Research – FAIR’X Vietnam ( August, 2017). Link.
Ngan Nguyen và Yusuke Miyao, A Corpus for Studies on Academic Writing Assistance, The 27th Annual Conference of the Japanese Society for Artificial Intelligence 2013(JSAI 2013), 05-2013, Nagoya, Japan.
Ngan Nguyen, Yusuke Miyao, Jin-Dong Kim và Jun'ichi Tsujii, Machine Learning-Based Pronoun Resolution for Biomedical Text, The 14th Natural Language Processing Conference(NLP 2008), 03-2008, Tokyo, Japan.