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NGUYEN, Phuong Minh Research Assistant Professor
Information Science, Computing Science

Published Papers

20 items
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
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
Causal Relation-Aware Data Augmentation for Legal Textual Entailment
Huy Chu, Hoang Chu, Phuong Nguyen, Minh Nguyen
Lecture Notes in Computer Science, -, 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