Phuong Minh Nguyen

According to our database, Phuong Minh Nguyen authored at least 37 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhancing Entity Aware Machine Translation with Multi-task Learning.

An Trieu, Phuong Nguyen, Minh Le Nguyen

CoRR, June, 2025

JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models.

Jieying Xue, Phuong Minh Nguyen, Le-Minh Nguyen, Xin Liu

CoRR, May, 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

Knowl. Based Syst., 2025

Retrieve-Revise-Refine: A novel framework for retrieval of concise entailing legal article set.

Chau Nguyen, Phuong Nguyen, Le Minh Nguyen

Inf. Process. Manag., 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, Minh Le Nguyen

Neurocomputing, 2025

Causal Relation-Aware Data Augmentation for Legal Textual Entailment.

Huy Chu, Hoang Chu, Phuong Nguyen, Minh Nguyen

Proceedings of the Natural Language Processing and Information Systems, 2025

2024

CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks.

Chau Nguyen, Phuong Nguyen, Thanh Tran, Dat Nguyen, An Trieu, Tin Pham, Anh Dang, Le-Minh Nguyen

CoRR, 2024

ConSLU: Constrained Decoding for Enhanced Spoken Language Understanding in Joint End-to-End Models.

Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen

Proceedings of the 16th International Conference on Knowledge and System Engineering, 2024

A Summary of the ALQAC 2024 Competition.

Dinh-Truong Do, Son T. Luu, Trang Pham, Trung Vo, Nguyen-Hoang Chu, Quang-Huy Chu, Cuong Nguyen, Minh Nguyen, An Trieu, Dat Nguyen, Thanh Tran, Cong Nguyen, Hiep Nguyen, Chau Nguyen, Nguyen-Khang Le, Dieu-Hien Nguyen, Binh Dang, Phuong Nguyen, Ha-Thanh Nguyen, Vu Tran, Le-Minh Nguyen

Proceedings of the 16th International Conference on Knowledge and System Engineering, 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

Proceedings of the New Frontiers in Artificial Intelligence, 2024

BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks.

Jieying Xue, Minh-Phuong Nguyen, Blake Matheny, Le-Minh Nguyen

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies.

Truong Dinh Do, Minh-Phuong Nguyen, Minh Nguyen

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

PhraseTransformer: an incorporation of local context information into sequence-to-sequence semantic parsing.

Phuong Minh Nguyen, Tung Le, Huy Tien Nguyen, Vu D. Tran, Nguyen Le Minh

Appl. Intell., June, 2023

An Effective Method using Phrase Mechanism in Neural Machine Translation.

Phuong Minh Nguyen, Minh Le Nguyen

CoRR, 2023

GRAM: Grammar-Based Refined-Label Representing Mechanism in the Hierarchical Semantic Parsing Task.

Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen

Proceedings of the Natural Language Processing and Information Systems, 2023

Accumulating Word Representations in Multi-level Context Integration for ERC Task.

Jieying Xue, Minh-Phuong Nguyen, Matheny Blake, Nguyen Minh Le

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

A Summary of the ALQAC 2023 Competition.

Chau Nguyen, Son T. Luu, Thanh Tran, An Trieu, Anh Dang, Dat Nguyen, Hiep Nguyen, Tin Pham, Trang Pham, Thien-Trung Vo, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Ngoc-Cam Le, Thi-Thuy Le, Quan Bui, Phuong Nguyen, Ha-Thanh Nguyen, Vu D. Tran, Le-Minh Nguyen

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Emotions Relationship Modeling in the Conversation-Level Sentiment Analysis.

Jieying Xue, Minh-Phuong Nguyen, Le Minh Nguyen

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation.

Ha-Thanh Nguyen, Vu Tran, Minh-Phuong Nguyen, Le-Minh Nguyen, Ken Satoh

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints.

Truong Do, Phuong Nguyen, Le-Minh Nguyen

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

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 D. Tran, Le-Minh Nguyen, Ken Satoh

Rev. Socionetwork Strateg., 2022

Transformer-based Approaches for Legal Text Processing.

Ha-Thanh Nguyen, Minh-Phuong Nguyen, Thi-Hai-Yen Vuong, Minh-Quan Bui, Chau Minh Nguyen, Tran Binh Dang, Vu Tran, Minh Le Nguyen, Ken Satoh

CoRR, 2022

Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022.

Hieu Nguyen Van, Dat Nguyen, Phuong Minh Nguyen, Minh Le Nguyen

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

ALQAC 2022: A Summary of the Competition.

Chau Nguyen, Minh-Quan Bui, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Thu-Trang Nguyen, Ha-Thanh Nguyen, Vu D. Tran, Le-Minh Nguyen, Ngoc-Cam Le, Thi-Thuy Le, Minh-Phuong Nguyen, Tran Binh Dang, Truong-Son Nguyen, Viet-Anh Phan, Thi-Hai-Yen Vuong, Minh-Tien Nguyen, Tung Le, Tien-Huy Nguyen

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

JNLP Team: Deep Learning Approaches for Tackling Long and Ambiguous Legal Documents in COLIEE 2022.

Quan Minh Bui, Chau Nguyen, Dinh-Truong Do, Nguyen Minh Le, Dieu-Hien Nguyen, Thi-Thu-Trang Nguyen, Minh-Phuong Nguyen, Minh Le Nguyen

Proceedings of the New Frontiers in Artificial Intelligence, 2022

Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates.

Phuong Nguyen, Tung Le, Thanh-Le Ha, Thai Dang, Khanh Tran, Kim Anh Nguyen, Nguyen Le Minh

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task.

Nguyen Minh Phuong, Tung Le, Nguyen Le Minh

Proceedings of the Advances in Computational Collective Intelligence, 2022

An Effective Method to Answer Multi-hop Questions by Single-hop QA System.

Kong Yuntao, Nguyen Minh Phuong, Teeradaj Racharak, Tung Le, Le Minh Nguyen

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Learning to Map the GDPR to Logic Representation on DAPRECO-KB.

Minh-Phuong Nguyen, Thi-Thu-Trang Nguyen, Vu D. Tran, Ha-Thanh Nguyen, Le-Minh Nguyen, Ken Satoh

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

A Legal Information Retrieval System for Statute Law.

Chau Nguyen, Nguyen-Khang Le, Dieu-Hien Nguyen, Phuong Nguyen, Le-Minh Nguyen

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021

HYDRA - Hyper Dependency Representation Attentions.

Ha-Thanh Nguyen, Vu Tran, Tran Binh Dang, Minh-Quan Bui, Minh-Phuong Nguyen, Le-Minh Nguyen

CoRR, 2021

JNLP Team: Deep Learning Approaches for Legal Processing Tasks in COLIEE 2021.

Ha-Thanh Nguyen, Phuong Minh Nguyen, Thi-Hai-Yen Vuong, Quan Minh Bui, Chau Minh Nguyen, Tran Binh Dang, Vu Tran, Minh Le Nguyen, Ken Satoh

CoRR, 2021

ParaLaw Nets - Cross-lingual Sentence-level Pretraining for Legal Text Processing.

Ha-Thanh Nguyen, Vu Tran, Phuong Minh Nguyen, Thi-Hai-Yen Vuong, Quan Minh Bui, Chau Minh Nguyen, Tran Binh Dang, Minh Le Nguyen, Ken Satoh

CoRR, 2021

A Summary of the ALQAC 2021 Competition.

Ha-Thanh Nguyen, Minh-Quan Bui, Chau Nguyen, Tung Le, Minh-Phuong Nguyen, Tran Binh Dang, Vuong Thi Hai Yen, Teeradaj Racharak, Nguyen Le Minh, Duc-Vu Tran, Phan Viet Anh, Nguyen Truong Son, Huy Tien Nguyen, Bhumindr Butr-indr, Peerapon Vateekul, Prachya Boonkwan

Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

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, Nguyen Le Minh

Proceedings of the New Frontiers in Artificial Intelligence, 2021

CovRelex: A COVID-19 Retrieval System with Relation Extraction.

Vu Tran, Van-Hien Tran, Phuong Nguyen, Chau Minh Nguyen, Ken Satoh, Yuji Matsumoto, Minh Le Nguyen

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

2020

JNLP Team: Deep Learning for Legal Processing in COLIEE 2020.

Ha-Thanh Nguyen, Hai-Yen Thi Vuong, Phuong Minh Nguyen, Tran Binh Dang, Quan Minh Bui, Vu Trong Sinh, Chau Minh Nguyen, Vu D. Tran, Ken Satoh, Minh Le Nguyen

CoRR, 2020