Le Nguyen Minh

Affiliation and department：
Job title： Professor

Research field (1)： Intelligent informatics

Research keywords (3)： Legal Text Processing , Deep Learning , Natural Language Processing

Research theme for competitive and other funds (6)：

2022 - 2026 Use and Concept in Neural Machine Translation and Cross-Linguistic Divergence
2020 - 2026 Understanding malware semantics by AI-supported formal methods
2020 - 2023 Realization of Legal Compliance Mechanism for AI
2020 - 2023 A Learning Support Environment for Paper Revision Skills based on Cognitive Apprenticeship Theory
2015 - 2018 A Study on Social Context Summarization

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Papers (238)：

Yao Wang, Xin Liu, Weikun Kong, Hai-Tao Yu, Teeradaj Racharak, Kyoung-Sook Kim, Minh Le Nguyen. A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations. IEEE Access. 2024. 1-1
Kong Yuntao, Peng Chen, Nguyen Minh Le, Ma Qiang. Dual Congestion-Aware Route Planning for Tourists by Multi-agent Reinforcement Learning. Lecture Notes in Computer Science. 2023. 331-336
Supatta Viriyavisuthisakul, Parinya Sanguansat, Teeradaj Racharak, Nguyen Le Minh 0001, Natsuda Kaothanthong, Choochart Haruechaiyasak, Toshihiko Yamasaki. Parametric loss-based super-resolution for scene text recognition. Machine Vision and Applications. 2023. 34. 4. 61-61
Thi-Hai-Yen Vuong, Ha-Thanh Nguyen, Quang-Huy Nguyen, Le-Minh Nguyen 0001, Xuan-Hieu Phan. Improving Vietnamese Legal Question-Answering System based on Automatic Data Enrichment. CoRR. 2023. abs/2306.04841
Ha-Thanh Nguyen, Vu Tran, Minh-Phuong Nguyen, Le-Minh Nguyen, Ken Satoh. How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation. Proceedings of the 15th International Conference on Agents and Artificial Intelligence. 2023

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MISC (1)：

NGUYEN Tri Thanh, NGUYEN Le Minh, SHIMAZU Akira. Using Semi-supervised Learning for Question Classification. Journal of natural language processing. 2008. 15. 1. 3-21

Books (5)：

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.
IEICE Transactions, Volume 90-D 2007

Professional career (1)：

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)

Work history (5)：

2020/04 - 現在 JAIST Professor
2020/04 - 2024/04 Research center for Interpretable AI, JAIST Director, Professor
2013/03 - 2020/04 JAIST Associate Professor
2008/04 - 2013/03 JAIST Assistant Professor
Researcher of JAIST(2004)

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