JNLP Team: Deep Learning for Legal Processing in COLIEE 2020. - Ha-Thanh Nguyen; Hai-Yen Thi Vuong; Phuong Minh Nguyen 001; Tran Binh Dang; Quan Minh Bui; Vu Trong Sinh; Chau Minh Nguyen; Vu D. Tran; Ken Satoh; Minh Le Nguyen 001 (CoRR, 2020)

CovRelex: A COVID-19 Retrieval System with Relation Extraction. - Vu Tran; Van-Hien Tran; Phuong Nguyen 003; Chau Minh Nguyen; Ken Satoh; Yuji Matsumoto 001; Minh Le Nguyen 001 (EACL (System Demonstrations), 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 001; Tung Le; Nguyen Le Minh 001 (JSAI-isAI Workshops, 2021)

A Summary of the ALQAC 2021 Competition. - Ha-Thanh Nguyen; Minh-Quan Bui; Chau Nguyen; Tung Le; Minh-Phuong Nguyen 001; Tran Binh Dang; Vuong Thi Hai Yen; Teeradaj Racharak; Nguyen Le Minh 001; Duc-Vu Tran; Phan Viet Anh; Nguyen Truong Son; et al. (KSE, 2021)

ParaLaw Nets - Cross-lingual Sentence-level Pretraining for Legal Text Processing. - Ha-Thanh Nguyen; Vu Tran; Phuong Minh Nguyen 001; Thi-Hai-Yen Vuong; Quan Minh Bui; Chau Minh Nguyen; Tran Binh Dang; Minh Le Nguyen 001; Ken Satoh (CoRR, 2021)

JNLP Team: Deep Learning Approaches for Legal Processing Tasks in COLIEE 2021. - Ha-Thanh Nguyen; Phuong Minh Nguyen 001; Thi-Hai-Yen Vuong; Quan Minh Bui; Chau Minh Nguyen; Tran Binh Dang; Vu Tran; Minh Le Nguyen 001; Ken Satoh (CoRR, 2021)

HYDRA - Hyper Dependency Representation Attentions. - Ha-Thanh Nguyen; Vu Tran; Tran Binh Dang; Minh-Quan Bui; Minh-Phuong Nguyen 001; Le-Minh Nguyen 001 (CoRR, 2021)

A Legal Information Retrieval System for Statute Law. - Chau Nguyen; Nguyen-Khang Le; Dieu-Hien Nguyen; Phuong Nguyen 003; Le-Minh Nguyen 001 (ACIIDS (Companion), 2022)

Learning to Map the GDPR to Logic Representation on DAPRECO-KB. - Minh-Phuong Nguyen 001; Thi-Thu-Trang Nguyen; Vu D. Tran; Ha-Thanh Nguyen; Le-Minh Nguyen 001; Ken Satoh (ACIIDS (1), 2022)

An Effective Method to Answer Multi-hop Questions by Single-hop QA System. - Kong Yuntao; Nguyen Minh Phuong 001; Teeradaj Racharak; Tung Le; Le Minh Nguyen 001 (ICAART (2), 2022)

CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task. - Nguyen Minh Phuong 001; Tung Le; Nguyen Le Minh 001 (ICCCI (CCIS Volume), 2022)

Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates. - Phuong Nguyen 003; Tung Le; Thanh-Le Ha; Thai Dang; Khanh Tran; Kim Anh Nguyen; Nguyen Le Minh 001 (IEA/AIE, 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 001; Dieu-Hien Nguyen; Thi-Thu-Trang Nguyen; Minh-Phuong Nguyen 001; Minh Le Nguyen 001 (JSAI-isAI Workshops, 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 001; Ngoc-Cam Le; Thi-Thuy Le; Minh-Phuong Nguyen 001; et al. (KSE, 2022)

Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022. - Hieu Nguyen Van; Dat Nguyen; Phuong Minh Nguyen 001; Minh Le Nguyen 001 (KSE, 2022)

Transformer-based Approaches for Legal Text Processing. - Ha-Thanh Nguyen; Minh-Phuong Nguyen 001; Thi-Hai-Yen Vuong; Minh-Quan Bui; Chau Minh Nguyen; Tran Binh Dang; Vu Tran; Minh Le Nguyen 001; Ken Satoh (CoRR, 2022)

Transformer-Based Approaches for Legal Text Processing. - Ha-Thanh Nguyen; Minh-Phuong Nguyen 001; Thi-Hai-Yen Vuong; Minh-Quan Bui; Minh-Chau Nguyen; Tran Binh Dang; Vu D. Tran; Le-Minh Nguyen 001; Ken Satoh (Rev. Socionetwork Strateg., 2022)

StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints. - Truong Do; Phuong Nguyen 003; Le-Minh Nguyen 001 (ACL (Findings), 2023)

How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation. - Ha-Thanh Nguyen; Vu Tran; Minh-Phuong Nguyen 001; Le-Minh Nguyen 001; Ken Satoh (ICAART (3), 2023)

Emotions Relationship Modeling in the Conversation-Level Sentiment Analysis. - Jieying Xue; Minh-Phuong Nguyen 001; Le Minh Nguyen 001 (ICAART (3), 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; et al. (KSE, 2023)

Accumulating Word Representations in Multi-level Context Integration for ERC Task. - Jieying Xue; Minh-Phuong Nguyen 001; Matheny Blake; Nguyen Minh Le 001 (KSE, 2023)

GRAM: Grammar-Based Refined-Label Representing Mechanism in the Hierarchical Semantic Parsing Task. - Dinh-Truong Do; Minh-Phuong Nguyen 001; Le-Minh Nguyen 001 (NLDB, 2023)

An Effective Method using Phrase Mechanism in Neural Machine Translation. - Phuong Minh Nguyen 001; Minh Le Nguyen 001 (CoRR, 2023)

PhraseTransformer: an incorporation of local context information into sequence-to-sequence semantic parsing. - Phuong Minh Nguyen 001; Tung Le; Huy Tien Nguyen; Vu D. Tran; Nguyen Le Minh 001 (Appl. Intell., 2023)

ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies. - Truong Dinh Do; Minh-Phuong Nguyen 001; Minh Nguyen (LREC/COLING, 2024)

BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks. - Jieying Xue; Minh-Phuong Nguyen 001; Blake Matheny; Le-Minh Nguyen 001 (ICANN (5), 2024)

CAPTAIN at COLIEE 2024: Large Language Model for Legal Text Retrieval and Entailment. - Phuong Nguyen 003; Cong Nguyen; Hiep Nguyen; Minh Nguyen; An Trieu; Dat Nguyen; Le-Minh Nguyen 001 (JSAI-isAI, 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; et al. (KSE, 2024)

ConSLU: Constrained Decoding for Enhanced Spoken Language Understanding in Joint End-to-End Models. - Dinh-Truong Do; Minh-Phuong Nguyen 001; Le-Minh Nguyen 001 (KSE, 2024)

CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks. - Chau Nguyen; Phuong Nguyen 003; Thanh Tran; Dat Nguyen; An Trieu; Tin Pham; Anh Dang; Le-Minh Nguyen 001 (CoRR, 2024)

Causal Relation-Aware Data Augmentation for Legal Textual Entailment. - Huy Chu; Hoang Chu; Phuong Nguyen 003; Minh Nguyen (NLDB (1), 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 001; Minh Le Nguyen 001 (Neurocomputing, 2025)

Retrieve-Revise-Refine: A novel framework for retrieval of concise entailing legal article set. - Chau Nguyen; Phuong Nguyen 003; Le Minh Nguyen 001 (Inf. Process. Manag., 2025)

Improving hierarchical semantic parsing with LLMs: Demonstration selection and chain-of-thought prompting via semantic fragment decoding. - Phuong Minh Nguyen 001; Truong Dinh Do; Minh Le Nguyen 001 (Knowl. Based Syst., 2025)

JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models. - Jieying Xue; Phuong Minh Nguyen 001; Le-Minh Nguyen 001; Xin Liu 020 (CoRR, 2025)

Enhancing Entity Aware Machine Translation with Multi-task Learning. - An Trieu; Phuong Nguyen 003; Minh Le Nguyen 001 (CoRR, 2025)