VCOM - Duy-Cat Can; Hoang-Quynh Le (IEEE DataPort, 2025)
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VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis - Duy-Cat Can; Linh D. Dang; Quang-Huy Tang; Dang Minh Ly; Huong Ha; Guillaume Blanc; Oliver Y. Chén; Binh T. Nguyen (CoRR, 2025)

OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values - Christelle Schneuwly Diaz; Duy-Thanh Vu; Julien Bodelet; Duy-Cat Can; Guillaume Blanc; Haiting Jiang; Lin Yao; Guiseppe Pantaleo; Adni; Oliver Y. Chén (CoRR, 2025)

Zero-cost Transition to Multi-document Processing in Summarization with Multi-Channel Attention - Minh-Quang Nguyen; Duy-Cat Can; Hoang-Quynh Le (Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part V, 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)

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 (Intelligent Information and Database Systems - 15th Asian Conference, ACIIDS 2023, Phuket, Thailand, July 24-26, 2023, Proceedings, Part II, 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 (Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023, 2023)

Contrastive Hierarchical Discourse Graph for Vietnamese Extractive Multi-Document Summarization - Tu-Phuong Mai; Quoc-An Nguyen; Duy-Cat Can; Hoang-Quynh Le (International Conference on Asian Language Processing, IALP 2023, Singapore, November 18-20, 2023, 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 (15th International Conference on Knowledge and Systems Engineering, KSE 2023, Hanoi, Vietnam, October 18-20, 2023, 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 (15th International Conference on Knowledge and Systems Engineering, KSE 2023, Hanoi, Vietnam, October 18-20, 2023, 2023)

Enhancing Clinical Note Generation from Doctor-Patient Conversations through Semantic Partition-Oriented Summarization - Binh-Nguyen Nguyen; Hoang-Quynh Le; Duy-Cat Can (15th International Conference on Knowledge and Systems Engineering, KSE 2023, Hanoi, Vietnam, October 18-20, 2023, 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 (15th International Conference on Knowledge and Systems Engineering, KSE 2023, Hanoi, Vietnam, October 18-20, 2023, 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)

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)

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 (Intelligent Information and Database Systems - 13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7-10, 2021, Proceedings, 2021)

UETrice at MEDIQA 2021: A Prosper-thy-neighbour Extractive Multi-document Summarization Model - Duy-Cat Can; Vo Nguyen Quoc Bao; Quoc-Hung Duong; Minh-Quang Nguyen; Huy-Son Nguyen; Linh Nguyen Tran Ngoc; Quang-Thuy Ha; Mai-Vu Tran (Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP@NAACL-HLT 2021, Online, June 11, 2021, 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 (International Conference on Asian Language Processing, IALP 2021, Singapore, December 11-13, 2021, 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 (13th International Conference on Knowledge and Systems Engineering, KSE 2021, Bangkok, Thailand, November 10-12, 2021, 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 (13th International Conference on Knowledge and Systems Engineering, KSE 2021, Bangkok, Thailand, November 10-12, 2021, 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 (13th International Conference on Knowledge and Systems Engineering, KSE 2021, Bangkok, Thailand, November 10-12, 2021, 2021)

Attention-Based Deep Learning Model for Aspect Classification on Vietnamese E-commerce Data - Ngoc-Tu Nguyen; Trong-Dat Nguyen; Duy-Cat Can; Mai-Vu Tran; Ha Luu Manh; Hoang-Quynh Le (13th International Conference on Knowledge and Systems Engineering, KSE 2021, Bangkok, Thailand, November 10-12, 2021, 2021)

Improving Semantic Relation Extraction System with Compositional Dependency Unit on Enriched Shortest Dependency Path - Duy-Cat Can; Hoang-Quynh Le; Quang-Thuy Ha (Intelligent Information and Database Systems - 11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8-11, 2019, Proceedings, Part I, 2019)

QASA: Advanced Document Retriever for Open-Domain Question Answering by Learning to Rank Question-Aware Self-Attentive Document Representations - Trang M. Nguyen; Van-Lien Tran; Duy-Cat Can; Quang-Thuy Ha; Ly T. Vu; Engsiong Chng (Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, ICMLSC 2019, Da Lat, Vietnam, January 25-28, 2019, 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 (Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), 2019)

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 (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

A Hybrid Deep Learning Architecture for Sentence Unit Detection - Duy-Cat Can; Thi-Nga Ho; Eng Siong Chng (2018 International Conference on Asian Language Processing, IALP 2018, Bandung, Indonesia, November 15-17, 2018, 2018)

An Investigation of Word Embeddings with Deep Bidirectional LSTM for Sentence Unit Detection in Automatic Speech Transcription - Thi-Nga Ho; Duy-Cat Can; Engsiong Chng (2018 International Conference on Asian Language Processing, IALP 2018, Bandung, Indonesia, November 15-17, 2018, 2018)

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 (9th International Conference on Knowledge and Systems Engineering, KSE 2017, Hue, Vietnam, October 19-21, 2017, 2017)