北陸先端科学技術大学院大学：研究者総覧 - NGUYEN, Minh Le

▶Japanese | ▶English Profile Lab IS BuildingＩ 7F Tel:0761-51-1221 To Lab's Site❏ To Area's Site❏ JAIST Repository TOP > Personal Info. NGUYEN, Minh Le Professor Information Science, Computing Science, Research Center for AI and Soft Robots (Research Core) ◆Degrees BSc from Hanoi University of Science(1998),Master degree from Vietnam National University, Hanoi(2001),Ph.D from Japan Advanced Institute of Science and Technology(2004) ◆Professional Experience 2020 - : JAIST , Professor2020 - 2024 : Research center for Interpretable AI, JAIST , Director, Professor2013 - 2020 : JAIST , Associate Professor2008 - 2013 : JAIST , Assistant Professor: Researcher of JAIST(2004) ◆Specialties Intelligent informatics ◆Research Keywords Legal Text Processing, Deep Learning, Natural Language Processing

■Publications

◆Published Papers Enhancing zero-shot multilingual semantic parsing: A framework leveraging large language models for data augmentation and advanced prompting techniques Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen Neurocomputing, 618, 129108-129108, 2025A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations Yao Wang, Xin Liu, Weikun Kong, Hai-Tao Yu, Teeradaj Racharak, Kyoung-Sook Kim, Minh Le Nguyen IEEE Access, 1-1, 2024Dual Congestion-Aware Route Planning for Tourists by Multi-agent Reinforcement Learning Kong Yuntao, Peng Chen, Nguyen Minh Le, Ma Qiang Lecture Notes in Computer Science, 331-336, 2023A Novel Pipeline to Enhance Question-Answering Model by Identifying Relevant Information Nguyen-Khang Le, Dieu-Hien Nguyen, Thi-Thu-Trang Nguyen, Minh Phuong Nguyen, Tung Le, Minh Le Nguyen Lecture Notes in Computer Science, 296-311, 2023Parametric loss-based super-resolution for scene text recognition. Supatta Viriyavisuthisakul, Parinya Sanguansat, Teeradaj Racharak, Nguyen Le Minh 0001, Natsuda Kaothanthong, Choochart Haruechaiyasak, Toshihiko Yamasaki Machine Vision and Applications, 34, 4, 61-61, 2023 5/242 Display ALL ◆Misc Using Semi-supervised Learning for Question Classification NGUYEN Tri Thanh, NGUYEN Le Minh, SHIMAZU Akira Journal of natural language processing, 15, 1, 3-21, 2008 ◆Books Natural Language Processing and Information Systems - 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017, Proceedings .Lecture Notes in Computer Science 10260, Spring 2017Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017, Proceedings, Part I .Lecture Notes in Computer Science 10191, 2017, ISBN 978-3-319-54471-7 2017Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017, Proceedings, Part II .Lecture Notes in Computer Science 10192, 2017, ISBN 978-3-319-54429-8 2017A Joint Model for Vietnamese Part-of-Speech Tagging Using Dual Decomposition. Knowledge-based Information Systems in Practice, Springer, 2014High-Performance Training of Conditional Random Fields for Large-Scale Applications of Labeling Sequence Data. 13-21 (2007), IEICE Transactions, Volume 90-D, 2007

■Teaching Experience

Machine Learning(E), Natural Language Processing I(E), 機械学習(E), 自然言語処理論I(E)

■Contributions to  Society

◆Academic Contribution The 9th International Conference on Knowledge and Systems Engineering (KSE 2017) , Program Co-Chair , 2017 , HUE, VIETNAM ◆Social Contribution ・ Editor board Journal Artificial Intelligence in Law (https://link.springer.com/journal/10506/editors) , Springer・ Editor board Journal Natural Language Engineering (https://www.cambridge.org/core/journals/natural-language-engineering/information/about-this-journal/editorial-board) , Cambridge University・ Action Editor of Transactions of the Association for Computational Linguistics (TACL) , Association on ACL

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