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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 , Professor
2020 - 2024 : Research center for Interpretable AI, JAIST , Director, Professor
2013 - 2020 : JAIST , Associate Professor
2008 - 2013 : JAIST , Assistant Professor
: Researcher of JAIST(2004)
◆Specialties
Intelligent informatics
◆Research Keywords
Legal Text Processing, Deep Learning, Natural Language Processing

■Publications

◆Published Papers
PruneSLU: Efficient On-device Spoken Language Understanding through Vocabulary and Structural Pruning
Truong Do, Minh-Phuong Nguyen, Le -Minh Nguyen
Interspeech 2025, 1738-1742, 2025
Weight-aware tasks for evaluating knowledge graph embeddings
Wei-Kun Kong, Xin Liu, Teeradaj Racharak, Guanqun Sun, Qiang Ma, Le-Minh Nguyen
Knowledge-Based Systems, 320, 113596-113596, 2025
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, 2025
FKD-Med: Privacy-Aware, Communication-Optimized Medical Image Segmentation via Federated Learning and Model Lightweighting Through Knowledge Distillation
Guanqun Sun, Han Shu, Feihe Shao, Teeradaj Racharak, Weikun Kong, Yizhi Pan, Jingjing Dong, Shuang Wang, Le-Minh Nguyen, Junyi Xin
IEEE Access, 12, 33687-33704, 2024
A 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, 2024
◆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
2017
Intelligent 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
2017
Intelligent 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
2017
A Joint Model for Vietnamese Part-of-Speech Tagging Using Dual Decomposition. Knowledge-based Information Systems in Practice,
Springer, 2014
High-Performance Training of Conditional Random Fields for Large-Scale Applications of Labeling Sequence Data.
13-21 (2007), IEICE Transactions, Volume 90-D, 2007

■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