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NGUYEN, Minh Le （NGUYEN, Minh Le）教授
情報科学, コンピューティング科学研究領域
◆学位
ハノイ理科大学学士（1998）、ベトナム国家大学ハノイ校修士（2001）、北陸先端科学技術大学院大学博士（情報科学）（2004）
◆職歴
2020 - : JAIST , Professor
2020 - 2024 : Research center for Interpretable AI, JAIST , Director, Professor
2013 - 2020 : JAIST , Associate Professor
2008 - 2013 : JAIST , Assistant Professor
: 北陸先端科学技術大学院大学研究員(研究拠点形成費)(2004)
◆専門分野
知能情報学
◆研究キーワード
Legal Text Processing, Deep Learning, Natural Language Processing

■研究業績

◆発表論文
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
Dual 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, 2023
Parametric 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
Improving Vietnamese Legal Question-Answering System based on Automatic Data Enrichment.
Thi-Hai-Yen Vuong, Ha-Thanh Nguyen, Quang-Huy Nguyen, Le-Minh Nguyen 0001, Xuan-Hieu Phan
CoRR, abs/2306.04841, -, 2023
How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation
Ha-Thanh Nguyen, Vu Tran, Minh-Phuong Nguyen, Le-Minh Nguyen, Ken Satoh
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, -, 2023
◆Misc
Using Semi-supervised Learning for Question Classification
Nguyen Tri Thanh, Nguyen Le Minh, Shimazu Akira
自然言語処理 = Journal of natural language processing, 15, 1, 3-21, 2008
◆書籍
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

■担当講義

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

■学外活動

◆学術貢献活動
The 9th International Conference on Knowledge and Systems Engineering (KSE 2017) , Program Co-Chair , 2017 , HUE, VIETNAM
◆社会貢献活動
・ 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