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NGUYEN, Phuong Minh （NGUYEN, Phuong Minh）特任助教
情報科学, AI知性研究領域
◆学位
博士（情報学） 北陸先端科学技術大学院大学
◆職歴
2025 - : 北陸先端科学技術大学院大学
2024 - 2025 : データサイエンス共同利用基盤施設
2022 - 2024 : 北陸先端科学技術大学院大学
◆専門分野
知能情報学
◆研究キーワード
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

■研究業績

◆発表論文
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