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TRAN, Vu Duc Senior Lecturer
Information Science, Computing Science
◆Degrees
PhD Japan Advanced Institute of Science and Technology
◆Professional Experience
2025 - : Japan Advanced Institute of Science and Technology , Computing Science Research Area , Senior Lecturer
2021 - 2025 : The Institute of Statistical Mathematics , Risk Analysis Research Center , Project Assistant Professor
2019 - 2021 : Japan Advanced Institute of Science and Technology , Researcher
◆Specialties
Intelligent informatics
◆Research Keywords
Artificial Intelligence, Deep Learning, Generative AI, Natural Language Processing, Legal Engineering, Social Media Analysis

■Publications

◆Published Papers
CancerRAGent: Evidence-Linked and Safety-Guided Oncology Question Answering
Trung Vo, An Trieu, Vu Tran, Yuji Matsumoto, Le-Minh Nguyen
-, 2026
Analyzing Logical Fallacies in Large Language Models: A Study on Hallucination in Mathematical Reasoning
Dang Hoang Anh, Vu Tran, Le Minh Nguyen
Lecture Notes in Computer Science, -, 2025
Spatial–Temporal Temperature Forecasting Using Deep-Neural-Network-Based Domain Adaptation
Vu Tran, François Septier, Daisuke Murakami, Tomoko Matsui
Atmosphere, -, 2024
Improving LLM Prompting with Ensemble of Instructions: A Case Study on Sentiment Analysis
Vu Tran, Tomoko Matsui
Lecture Notes in Computer Science, -, 2024
COVID-19 case prediction using emotion trends via Twitter emoji analysis: A case study in Japan
Vu Tran, Tomoko Matsui
Frontiers in Public Health, 11, -, 2023

■Contributions to  Society

◆Academic Contribution
Competition on Legal Information Extraction/Entailment (COLIEE)
International Workshop on Juris-informatics (JURISIN)
Automated Legal Question Answering Competition (ALQAC)