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NGUYEN, Phuong Minh Research Assistant Professor
Information Science, AI Wisdom
◆Degrees
Ph.D. Japan Advanced Institute of Science and Technology
◆Professional Experience
2025 - : Japan Advanced Institute of Science and Technology
2024 - 2025 : Joint Support-Center for Data Science Research
2022 - 2024 : Japan Advanced Institute of Science and Technology
◆Specialties
Intelligent informatics
◆Research Keywords
Deep Learning, Natural Language Processing, Legal Text Processing, Large Language Model, Question Answering, Semantic Parsing, Neuro-symbolic Reasoning, Neural Machine Translation, Emotion Recognition in Conversation, Spoken Language Understanding

■Publications

◆Published Papers
Improving Chain-of-Thought for Logical Reasoning via Attention-Aware Intervention
Phuong Minh Nguyen, Dang Huu-Tien, Naoya Inoue
Findings of the Association for Computational Linguistics: EACL 2026, 2917-2941, 2026
TraceERC: Tracking relational awareness of contextual, character, and emotional states in emotion recognition in conversations
Xue, J., Nguyen, M.P., Nguyen, L.M.
Neurocomputing, 669, -, 2026
Non-Interactive Symbolic-Aided Chain-of-Thought for Logical Reasoning
Phuong Minh Nguyen, Tien Huu Dang, Naoya Inoue
Proceedings of the 39th Pacific Asia Conference on Language, Information and Computation, 329-340, 2025
Improving hierarchical semantic parsing with LLMs: Demonstration selection and chain-of-thought prompting via semantic fragment decoding
Phuong Minh Nguyen, Truong Dinh Do, Minh Le Nguyen
Knowledge-Based Systems, -, 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