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NGUYEN, Phuong Minh Research Assistant Professor
Information Science, Computing Science
◆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
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
ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies
Truong Dinh Do, Phuong Minh Nguyen, Minh Nguyen
17783-17794, 2024
BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks
Jieying Xue, Minh-Phuong Nguyen, Blake Matheny, Le-Minh Nguyen
Lecture Notes in Computer Science, -, 2024
CAPTAIN at COLIEE 2024: Large Language Model for Legal Text Retrieval and Entailment
Phuong Nguyen, Cong Nguyen, Hiep Nguyen, Minh Nguyen, An Trieu, Dat Nguyen, Le-Minh Nguyen
New Frontiers in Artificial Intelligence, 125-139, 2024
PhraseTransformer: an incorporation of local context information into sequence-to-sequence semantic parsing
Phuong Minh Nguyen, Tung Le, Huy Tien Nguyen, Vu Tran, Nguyen Le Minh
Applied Intelligence, 53, 12, 15889-15908, 2023