Le-Minh Nguyen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Legal Information Retrieval

Semantic Parsing

Medical Image Segmentation

Top Venues

Publications

Guanqun Sun, Han Shu, Feihe Shao, Teeradaj Racharak, Weikun Kong, Yizhi Pan, Jingjing Dong, Shuang Wang, Le-Minh Nguyen, Junyi Xin
FKD-Med: Privacy-Aware, Communication-Optimized Medical Image Segmentation via Federated Learning and Model Lightweighting Through Knowledge Distillation. IEEE Access 12 (2024)
Ha-Thanh Nguyen, Manh-Kien Phi, Xuan-Bach Ngo, Vu Tran, Le-Minh Nguyen, Minh-Phuong Tu
Attentive deep neural networks for legal document retrieval. Artif. Intell. Law 32 (1) (2024)
Vu Tran, Ha-Thanh Nguyen, Trung Vo, Son T. Luu, Hoang-Anh Dang, Ngoc-Cam Le, Thi-Thuy Le, Minh-Tien Nguyen, Truong-Son Nguyen, Le-Minh Nguyen
VLSP 2023 - LTER: A Summary of the Challenge on Legal Textual Entailment Recognition. CoRR (2024)
Chau Nguyen, Thanh Tran, Khang Le, Hien Nguyen, Truong Do, Trang Pham, Son T. Luu, Trung Vo, Le-Minh Nguyen
Pushing the Boundaries of Legal Information Processing with Integration of Large Language Models. JSAI-isAI (2024)
Yizhi Pan, Junyi Xin, Tianhua Yang, Teeradaj Racharak, Le-Minh Nguyen, Guanqun Sun
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images. CoRR (2024)
Jieying Xue, Minh Phuong Nguyen, Blake Matheny, Le-Minh Nguyen
BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks. CoRR (2024)
Yao Wang, Xin Liu, Weikun Kong, Hai-Tao Yu, Teeradaj Racharak, Kyoung-Sook Kim, Le-Minh Nguyen
A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations. CoRR (2024)
Le-Minh Nguyen, Nguyen-Khang Le, Kieu Que Anh, Nguyen Dieu Hien, Yukari Nagai
Semantic Parsing for Question and Answering over Scholarly Knowledge Graph with Large Language Models. JSAI-isAI (2024)
Phuong Nguyen, Cong Nguyen, Hiep Nguyen, Minh Nguyen, An Trieu, Dat Nguyen, Le-Minh Nguyen
CAPTAIN at COLIEE 2024: Large Language Model for Legal Text Retrieval and Entailment. JSAI-isAI (2024)
Wuttichai Vijitkunsawat, Teeradaj Racharak, Le-Minh Nguyen
Deep multimodal-based finger spelling recognition for Thai sign language: a new benchmark and model composition. Mach. Vis. Appl. 35 (4) (2024)
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 Tran, Le-Minh Nguyen
A Summary of the ALQAC 2023 Competition. KSE (2023)
Duc-Anh Nguyen, Do Minh Kha, Khoi Nguyen Le, Le-Minh Nguyen, Pham Ngoc Hung
Improving diversity and quality of adversarial examples in adversarial transformation network. Soft Comput. 27 (7) (2023)
Wei Kun Kong, Xin Liu, Teeradaj Racharak, Guanqun Sun, Jianan Chen, Qiang Ma, Le-Minh Nguyen
WeExt: A Framework of Extending Deterministic Knowledge Graph Embedding Models for Embedding Weighted Knowledge Graphs. IEEE Access 11 (2023)
Dieu-Hien Nguyen, Nguyen-Khang Le, Le-Minh Nguyen
ViWiQA: Efficient end-to-end Vietnamese Wikipedia-based Open-domain Question-Answering systems for single-hop and multi-hop questions. Inf. Process. Manag. 60 (6) (2023)
Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen
GRAM: Grammar-Based Refined-Label Representing Mechanism in the Hierarchical Semantic Parsing Task. NLDB (2023)
Wuttichai Vijitkunsawat, Teeradaj Racharak, Le-Minh Nguyen
Deep Multimodal-based Number Finger Spelling Recognizer for Thai Sign Language. ISCIT (2023)
Long Hoang, Tung Bui, Chau Nguyen, Le-Minh Nguyen
AIEPU at ALQAC 2023: Deep Learning Methods for Legal Information Retrieval and Question Answering. KSE (2023)
Truong Do, Chau Nguyen, Vu Tran, Ken Satoh, Yuji Matsumoto, Le-Minh Nguyen
CovRelex-SE: Adding Semantic Information for Relation Search via Sequence Embedding. EACL (System Demonstrations) (2023)
Guanqun Sun, Yizhi Pan, Weikun Kong, Zichang Xu, Jianhua Ma, Teeradaj Racharak, Le-Minh Nguyen, Junyi Xin
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation. CoRR (2023)
Ha-Thanh Nguyen, Vu Tran, Minh-Phuong Nguyen, Le-Minh Nguyen, Ken Satoh
How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation. ICAART (3) (2023)
Thi-Hai-Yen Vuong, Ha-Thanh Nguyen, Quang-Huy Nguyen, Le-Minh Nguyen, Xuan-Hieu Phan
Improving Vietnamese Legal Question-Answering System Based on Automatic Data Enrichment. JSAI-isAI Workshops (2023)
Le-Minh Nguyen, Le Thanh Tung
The second-stage moderating role of situational context on the relationships between eWOM and online purchase behaviour. Behav. Inf. Technol. 42 (15) (2023)
Truong Do, Phuong Nguyen, Le-Minh Nguyen
StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints. ACL (Findings) (2023)
Chau Nguyen, Nguyen-Khang Le, Dieu-Hien Nguyen, Phuong Nguyen, Le-Minh Nguyen
A Legal Information Retrieval System for Statute Law. ACIIDS (Companion) (2022)
Ha-Thanh Nguyen, Vu Tran, Ngoc-Cam Le, Thi-Thuy Le, Quang-Huy Nguyen, Le-Minh Nguyen, Ken Satoh
Law to Binary Tree - An Formal Interpretation of Legal Natural Language. CoRR (2022)
Chau Nguyen, Minh-Quan Bui, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Thu-Trang Nguyen, Ha-Thanh Nguyen, Vu 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
ALQAC 2022: A Summary of the Competition. KSE (2022)
Ha-Thanh Nguyen, Phi Manh Kien, Ngo Xuan Bach, Vu Tran, Le-Minh Nguyen, Tu Minh Phuong
Attentive Deep Neural Networks for Legal Document Retrieval. CoRR (2022)
Xuan-Dung Doan, Le-Minh Nguyen, Khac-Hoai Nam Bui
Multi Graph Neural Network for Extractive Long Document Summarization. COLING (2022)
Binh Dang, Tran-Thai Dang, Le-Minh Nguyen
SubTST: A Combination of Sub-word Latent Topics and Sentence Transformer for Semantic Similarity Detection. ICAART (3) (2022)
Minh-Phuong Nguyen, Thi-Thu-Trang Nguyen, Vu Tran, Ha-Thanh Nguyen, Le-Minh Nguyen, Ken Satoh
Learning to Map the GDPR to Logic Representation on DAPRECO-KB. ACIIDS (1) (2022)
Kong Wei Kun, Xin Liu, Teeradaj Racharak, Le-Minh Nguyen
TransHExt: a Weighted Extension for TransH on Weighted Knowledge Graph Embedding. ISWC (Posters/Demos/Industry) (2022)
Ha-Thanh Nguyen, Le-Minh Nguyen, Ken Satoh
A Survey of Pretrained Embeddings for Japanese Legal Representation. IEA/AIE (2022)
Dat T. Nguyen, Hieu Nguyen, Tung Le, Le-Minh Nguyen
An Unsupervised Learning Method to improve Legal Document Retrieval task at ALQAC 2022. KSE (2022)
Thi-Vinh Ngo, Phuong-Thai Nguyen, Van Vinh Nguyen, Thanh-Le Ha, Le-Minh Nguyen
An Efficient Method for Generating Synthetic Data for Low-Resource Machine Translation: An empirical study of Chinese, Japanese to Vietnamese Neural Machine Translation. Appl. Artif. Intell. 36 (1) (2022)
Yanran Zhou, Teeradaj Racharak, Le-Minh Nguyen
Improving Emotion Recognition in Conversation using Text and Emoji Modalities. KSE (2022)
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
Transformer-Based Approaches for Legal Text Processing. Rev. Socionetwork Strateg. 16 (1) (2022)
Thi-Vinh Ngo, Thanh-Le Ha, Phuong-Thai Nguyen, Le-Minh Nguyen
How Transformer Revitalizes Character-based Neural Machine Translation: An Investigation on Japanese-Vietnamese Translation Systems. IWSLT (2019)
Hai-Long Trieu, Le-Minh Nguyen
A Multilingual Parallel Corpus for Improving Machine Translation on Southeast Asian Languages. MTSummit (1) (2017)