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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

発表論文

30件
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
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
Phuong Minh Nguyen
Lecture Notes in Computer Science, -, 2024
CAPTAIN at COLIEE 2024: Large Language Model for Legal Text Retrieval and Entailment
Phuong Minh Nguyen
Lecture Notes in Computer Science, 125-139, 2024
PhraseTransformer: an incorporation of local context information into sequence-to-sequence semantic parsing
Nguyen, P.M., Le, T., Nguyen, H.T., Tran, V., Nguyen, M.L.
Applied Intelligence, 53, 12, 15889-15908, 2023
GRAM: Grammar-Based Refined-Label Representing Mechanism in the Hierarchical Semantic Parsing Task
Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen
Natural Language Processing and Information Systems, 339-351, 2023
Learning to Map the GDPR to Logic Representation on DAPRECO-KB
Phuong Minh Nguyen
Lecture Notes in Computer Science, 442-454, 2022
CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task
Nguyen Minh Phuong, Tung Le, Nguyen Le Minh
Communications in Computer and Information Science, -, 2022
Legal Case Entailment via Optimal Transport–Enhanced Retrieval and Large Language Model Ranking
Thanh Cong Tran, Phuong Minh Nguyen, Minh Le Nguyen
ACM Transactions on Knowledge Discovery from Data, -, 2026
Enhancing Legal Text Processing and Structural Analysis with Large Language Models at COLIEE 2025
Dat Nguyen, Minh-Phuong Nguyen, Quang-Huy Chu, Son T. Luu, Nguyen-Hoang Chu, Trung Vo, Le-Minh Nguyen
The Review of Socionetwork Strategies, -, 2026
Improving LLM Unlearning Robustness via Random Perturbations
Dang, H.-T., Hoang, T.-T., Bui, A.T., Nguyen, P.M., Nguyen, L.-M., Inoue, N.
Transactions on Machine Learning Research, 2026-April, -, 2026
Legal2LogicICL: Improving Generalization in Transforming Legal Cases to Logical Formulas via Diverse Few-Shot Learning
Xue, Jieying, Nguyen, Phuong Minh, Nguyen, Ha Thanh, Zin, May Myo, Satoh, Ken
arXiv preprint arXiv:2604.11699, -, 2026
Causal Relation-Aware Data Augmentation for Legal Textual Entailment
Huy Chu, Hoang Chu, Phuong Nguyen, Minh Nguyen
Lecture Notes in Computer Science, -, 2026
PruneSLU: Efficient On-device Spoken Language Understanding through Vocabulary and Structural Pruning
Truong Do, Minh-Phuong Nguyen, Le -Minh Nguyen
Interspeech 2025, 1738-1742, 2025
Data Augmented Pipeline for Legal Information Extraction and Reasoning
Phuong Minh Nguyen, Thanh Ha Nguyen, May Zin, Ken Satoh
Proceedings of the Twentieth International Conference on Artificial Intelligence and Law, 481-482, 2025
Retrieve–Revise–Refine: A novel framework for retrieval of concise entailing legal article set
Chau Nguyen, Phuong Nguyen, Le-Minh Nguyen
Information Processing & Management, 62, 1, -, 2025
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models
Phuong Minh Nguyen
ArXiv, -, 2025
Feature-based Unsupervised Method for Salient Sentence Ranking in Text Summarization Task
Minh Phuong Nguyen, The Anh Le
Proceedings of the 2024 9th International Conference on Intelligent Information Technology, 346-351, 2024
A Novel Pipeline to Enhance Question-Answering Model by Identifying Relevant Information
Nguyen-Khang Le, Dieu-Hien Nguyen, Thi-Thu-Trang Nguyen, Minh Phuong Nguyen, Tung Le, Minh Le Nguyen
Lecture Notes in Computer Science, 296-311, 2023
JNLP Team: Deep Learning Approaches for Tackling Long and Ambiguous Legal Documents in COLIEE 2022
Quan Minh Bui, Chau Nguyen, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Thi-Thu-Trang Nguyen, Minh-Phuong Nguyen, Minh Le Nguyen
Lecture Notes in Computer Science, 68-83, 2023
Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022
Hieu Nguyen Van, Dat Nguyen, Phuong Minh Nguyen, Minh Le Nguyen
2022 14th International Conference on Knowledge and Systems Engineering (KSE), 1-5, 2022
Transformer-Based Approaches for Legal Text Processing
Ha-Thanh Nguyen, Minh-Phuong Nguyen, Thi-Hai-Yen Vuong, Minh-Quan Bui, Minh-Chau Nguyen, Tran-Binh Dang, Vu Tran, Le-Minh Nguyen, Ken Satoh
The Review of Socionetwork Strategies, 16, 1, 135-155, 2022
Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates
Phuong Minh Nguyen
Lecture Notes in Computer Science, 303-314, 2022
A Legal Information Retrieval System for Statute Law
Phuong Minh Nguyen
Communications in Computer and Information Science, 370-382, 2022
JNLP Team: Deep Learning Approaches for Legal Processing Tasks in COLIEE 2021
Phuong Minh Nguyen
ArXiv, -, 2021
ParaLaw Nets -- Cross-lingual Sentence-level Pretraining for Legal Text Processing
Phuong Minh Nguyen
ArXiv, -, 2021