Automatic Named Entity Set Expansion Using Semantic Rules and Wrappers for Unary Relations. - Mai-Vu Tran; Tien-Tung Nguyen; Thanh-Son Nguyen 001; Hoang-Quynh Le (IALP, 2010)

An Integrated Approach Using Conditional Random Fields for Named Entity Recognition and Person Property Extraction in Vietnamese Text. - Hoang-Quynh Le; Mai-Vu Tran; Nhat-Nam Bui; Nguyen-Cuong Phan; Quang-Thuy Ha (IALP, 2011)

A Hybrid Approach to Finding Phenotype Candidates in Genetic Texts. - Nigel Collier; Mai-Vu Tran; Hoang-Quynh Le; Anika Oellrich; Ai Kawazoe; Martin Hall-May; Dietrich Rebholz-Schuhmann (COLING, 2012)

Exploring a Probabilistic Earley Parser for Event Composition in Biomedical Texts. - Mai-Vu Tran; Nigel Collier; Hoang-Quynh Le; Van-Thuy Phi; Thanh-Binh Pham (BioNLP@ACL (Shared Task), 2013)

A Method for Building a Labeled Named Entity Recognition Corpus Using Ontologies. - Ngoc Trinh Vu; Van-Hien Tran; Thi-Huyen-Trang Doan; Hoang-Quynh Le; Mai-Vu Tran (ICCSAMA, 2015)

An Experimental Study on Cholera Modeling in Hanoi. - Ngoc-Anh Thi Le; Thi-Oanh Ngo; Huyen-Trang Thi Lai; Hoang-Quynh Le; Hai-Chau Nguyen; Quang-Thuy Ha (ACIIDS (2), 2016)

Sieve-based coreference resolution enhances semi-supervised learning model for chemical-induced disease relation extraction. - Hoang-Quynh Le; Mai-Vu Tran; Thanh Hai Dang; Quang-Thuy Ha; Nigel Collier (Database J. Biol. Databases Curation, 2016)

Improving chemical-induced disease relation extraction with learned features based on convolutional neural network. - Hoang-Quynh Le; Duy-Cat Can; Thanh Hai Dang; Mai-Vu Tran; Quang-Thuy Ha; Nigel Collier (KSE, 2017)

Large-scale Exploration of Neural Relation Classification Architectures. - Hoang-Quynh Le; Duy-Cat Can; Sinh T. Vu; Thanh Hai Dang; Mohammad Taher Pilehvar; Nigel Collier (EMNLP, 2018)

D3NER: biomedical named entity recognition using CRF-biLSTM improved with fine-tuned embeddings of various linguistic information. - Thanh Hai Dang; Hoang-Quynh Le; Trang M. Nguyen; Sinh T. Vu (Bioinform., 2018)

Improving Semantic Relation Extraction System with Compositional Dependency Unit on Enriched Shortest Dependency Path. - Duy-Cat Can; Hoang-Quynh Le; Quang-Thuy Ha (ACIIDS (1), 2019)

A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction. - Duy-Cat Can; Hoang-Quynh Le; Quang-Thuy Ha; Nigel Collier (NAACL-HLT (1), 2019)

A Targeted Topic Model based Multi-Label Deep Learning Classification Framework for Aspect-based Opinion Mining. - Thi-Cham Nguyen; Thi-Ngan Pham; Hoang-Quynh Le; Tri-Thanh Nguyen; Hong-Nhung Bui; Quang-Thuy Ha (KSE, 2020)

Detection of Distributed Denial of Service Attacks Using Automatic Feature Selection with Enhancement for Imbalance Dataset. - Duy-Cat Can; Hoang-Quynh Le; Quang-Thuy Ha (ACIIDS, 2021)

UETfishes at MEDIQA 2021: Standing-on-the-Shoulders-of-Giants Model for Abstractive Multi-answer Summarization. - Hoang-Quynh Le; Quoc-An Nguyen; Quoc-Hung Duong; Minh-Quang Nguyen; Huy-Son Nguyen; Tam Doan Thanh; Hai-Yen Thi Vuong; Trang M. Nguyen (BioNLP@NAACL-HLT, 2021)

THANOS: The Aspect Classification Model for Imbalanced Vietnamese E-commerce Review Data. - Minh-Son Cong; Tuan-Minh Dam; Anh-My Phuong; Thi-Quyen Nguyen; Duy-Cat Can; Hoang-Quynh Le; Long Hoang; Mai-Vu Tran (IALP, 2021)

Aspect-Based Sentiment Analysis Using Mini-Window Locating Attention for Vietnamese E-commerce Reviews. - Binh Le-Minh; Thi-Phuong Le; Khanh-Hung Tran; Khanh-Huyen Bui; Hoang-Quynh Le; Duy-Cat Can; Hung Nguyen Chung Thanh; Mai-Vu Tran (KSE, 2021)

An incremental ensemble learning system for Vietnamese e-commerce product classification. - Linh Nguyen Tran Ngoc; Vu Hong Quan; Le Hoang Ngan; Tran Duy Phu; Hoang-Quynh Le (KSE, 2021)

A Hybrid Multi-answer Summarization Model for the Biomedical Question-Answering System. - Quoc-An Nguyen; Quoc-Hung Duong; Minh-Quang Nguyen; Huy-Son Nguyen; Hoang-Quynh Le; Duy-Cat Can; Tam Doan Thanh; Mai-Vu Tran (KSE, 2021)

Models Distillation with Lifelong Deep Learning for Vietnamese Biomedical Named Entity Recognition. - Thi-Cham Nguyen; Hoang-Quynh Le; Duy-Cat Can; Quang-Thuy Ha (KSE, 2021)

Attention-Based Deep Learning Model for Aspect Classification on Vietnamese E-commerce Data. - Ngoc-Tu Nguyen 004; Trong-Dat Nguyen; Duy-Cat Can; Mai-Vu Tran; Ha Luu Manh; Hoang-Quynh Le (KSE, 2021)

EfficientRec: An Unlimited User Scale Recommendation System Based on Clustering and User's Interaction Embedding Profile. - Vu Hong Quan; Le Hoang Ngan; Le Minh Duc; Nguyen Tran Ngoc Linh; Hoang-Quynh Le (ACIIDS (Companion), 2022)

Exploiting document graphs for inter sentence relation extraction. - Hoang-Quynh Le; Duy-Cat Can; Nigel Collier (J. Biomed. Semant., 2022)

VLSP 2022 Abmusu Task Dataset: A Resource for Vietnamese Abstractive Multi-Document Summarization. - Quoc-An Nguyen; Duy-Cat Can; Hoang-Quynh Le; Mai-Vu Tran (Int. J. Asian Lang. Process., 2022)

Integrating Ontology-Based Knowledge to Improve Biomedical Multi-Document Summarization Model. - Quoc-An Nguyen; Khanh-Vinh Nguyen; Hoang-Quynh Le; Duy-Cat Can; Tam Doan Thanh; Trung-Hieu Do; Mai-Vu Tran (ACIIDS (2), 2023)

GIFT4Rec: An Effective Side Information Fusion Technique Apply to Graph Neural Network for Cold-Start Recommendation. - Tran-Ngoc-Linh Nguyen; Chi-Dung Vu; Hoang-Ngan Le; Anh-Dung Hoang; Xuan Hieu Phan; Quang-Thuy Ha; Hoang-Quynh Le; Mai-Vu Tran (ACIIDS (1), 2023)

UETCorn at MEDIQA-Sum 2023: Template-based Summarization for Clinical Note Generation from Doctor-Patient Conversation. - Duy-Cat Can; Quoc-An Nguyen; Binh-Nguyen Nguyen; Minh-Quang Nguyen; Khanh-Vinh Nguyen; Trung-Hieu Do; Hoang-Quynh Le (CLEF (Working Notes), 2023)

Contrastive Hierarchical Discourse Graph for Vietnamese Extractive Multi-Document Summarization. - Tu-Phuong Mai; Quoc-An Nguyen; Duy-Cat Can; Hoang-Quynh Le (IALP, 2023)

Enhancing Aspect-Based Sentiment Analysis with Contextualized Window Attention Mechanism. - Hoang-Ha Do; Xuan-Hieu Pham; Duc-Hiep Nguyen; Quoc-An Nguyen; Duy-Cat Can; Hoang-Quynh Le (KSE, 2023)

HHMC: A Heterogeneous x Homogeneous Graph-Based Network for Multimodal Cross-Selling Recommendation. - Huy-Son Nguyen; Tuan-Nghia Bui; Long-Hai Nguyen; Duy-Cat Can; Cam-Van Thi Nguyen; Duc-Trong Le; Hoang-Quynh Le (KSE, 2023)

Enhancing Clinical Note Generation from Doctor-Patient Conversations through Semantic Partition-Oriented Summarization. - Binh-Nguyen Nguyen; Hoang-Quynh Le; Duy-Cat Can (KSE, 2023)

FOREcaST: Improving Extreme Weather Forecasts with Deep Neural Decision Forest for Climate Change Adaptation. - Khanh-Vinh Nguyen; Quoc-An Nguyen; Hoang-Quynh Le; Duy-Cat Can (KSE, 2023)

Overview of the VLSP 2022 - Abmusu Shared Task: A Data Challenge for Vietnamese Abstractive Multi-document Summarization. - Mai-Vu Tran; Hoang-Quynh Le; Duy-Cat Can; Quoc-An Nguyen (CoRR, 2023)

Enhancing Deepfake Detection Through Innovative Data Augmentation Strategies and Frame-Based Deep Learning Architecture. - Hoang-Viet Nguyen; Thi-Hai-Yen Vuong; Hoang-Quynh Le (ACIIDS (2), 2024)

Continual Learning Based on Task Masking for Multi-domain Recommendation. - Tran-Ngoc-Linh Nguyen; Chi-Dung Vu; Hoang-Ngan Le; Anh-Dung Hoang; Xuan-Hieu Phan; Quang-Thuy Ha; Hoang-Quynh Le; Mai-Vu Tran (ACIIDS (Companion 2), 2024)

The Masked Simple Graph Contrastive Learning for Recommendation. - Tran-Ngoc-Linh Nguyen; Hoang-Ngan Le; Anh-Dung Hoang; Xuan-Hieu Phan; Quang-Thuy Ha; Hoang-Quynh Le; Mai-Vu Tran (KSE, 2024)

Bundle Recommendation with Item-Level Causation-Enhanced Multi-view Learning. - Huy-Son Nguyen; Tuan-Nghia Bui; Long-Hai Nguyen; Hung Hoang; Cam-Van Thi Nguyen; Hoang-Quynh Le; Duc-Trong Le (ECML/PKDD (8), 2024)

Zero-cost Transition to Multi-document Processing in Summarization with Multi-Channel Attention. - Minh-Quang Nguyen; Duy-Cat Can; Hoang-Quynh Le (ECML/PKDD (5), 2024)

EfficientRec an unlimited user-item scale recommendation system based on clustering and users interaction embedding profile. - Vu Hong Quan; Le Hoang Ngan; Le Minh Duc; Nguyen Tran Ngoc Linh; Hoang-Quynh Le (CoRR, 2024)

Overview of the VLSP 2023 - ComOM Shared Task: A Data Challenge for Comparative Opinion Mining from Vietnamese Product Reviews. - Hoang-Quynh Le; Duy-Cat Can; Khanh-Vinh Nguyen; Mai-Vu Tran (CoRR, 2024)

Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning. - Huy-Son Nguyen; Tuan-Nghia Bui; Long-Hai Nguyen; Hoang Manh-Hung; Cam-Van Thi Nguyen; Hoang-Quynh Le; Duc-Trong Le (CoRR, 2024)

BRIDGE: Bundle Recommendation via Instruction-Driven Generation. - Tuan-Nghia Bui; Huy-Son Nguyen; Cam-Van Nguyen Thi; Hoang-Quynh Le; Duc-Trong Le (CoRR, 2024)

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation. - Tuan-Nghia Bui; Huy-Son Nguyen; Cam-Van Thi Nguyen; Hoang-Quynh Le; Duc-Trong Le (WWW (Companion Volume), 2025)

CiteArXiv: A Citation-enriched Dataset and Heterogeneous Graph-based Model for Scientific Articles Summarization. - Quoc-An Nguyen; Xuan-Hung Le; Thi-Minh-Thu Vu; Hoang-Quynh Le (WWW (Companion Volume), 2025)

Toward Effective Comparative Opinion Mining: A Novel Vietnamese Product Review Corpus and Benchmark Approach. - Duy-Cat Can; Khanh-Vinh Nguyen; Hung-Manh Hoang; Duc-Loc Vu; Mai-Vu Tran; Hoang-Quynh Le (IEEE Access, 2025)

A multifaceted approach to drug-drug interaction extraction with fusion strategies. - Ba-Hoang Tran; Hung-Manh Hoang; Binh-Nguyen Nguyen; Duy-Cat Can; Hoang-Quynh Le (J. Biomed. Informatics, 2025)

VCOM. - Duy-Cat Can; Hoang-Quynh Le (IEEE DataPort, 2025)

MUDI: A Multimodal Biomedical Dataset for Understanding Pharmacodynamic Drug-Drug Interactions. - Tung-Lam Ngo; Ba-Hoang Tran; Duy-Cat Can; Trung-Hieu Do; Oliver Y. Chén; Hoang-Quynh Le (CoRR, 2025)

RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction. - Huy-Son Nguyen; Quang-Huy Nguyen; Duc-Hoang Pham; Duc-Trong Le; Hoang-Quynh Le; Padipat Sitkrongwong; Atsuhiro Takasu; Masoud Mansoury (CoRR, 2025)