| 2025 | ICCCI | ViPhoVQA: Toward a Phonemic-Based Method for Mitigating Rare and Out-of-Vocab Words in Vietnamese Text-Based Visual Question Answering. | Nghia Hieu Nguyen, Duc-Vu Nguyen, Huy Quoc To, Dien Dinh, Tho Thanh Quan, Ngan Luu-Thuy Nguyen |
| 2025 | INLG | Enhancing Named Entity Translation from Classical Chinese to Vietnamese in Traditional Vietnamese Medicine Domain: A Hybrid Masking and Dictionary-Augmented Approach. | Nhu Pham, Uyen Nguyen, Long H. B. Nguyen, Dien Dinh |
| 2024 | ACL | ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model. | Minh-Nam Tran, Phu-Vinh Nguyen, Long Nguyen, Dien Dinh |
| 2024 | NAACL | ViGLUE: A Vietnamese General Language Understanding Benchmark and Analysis of Vietnamese Language Models. | Minh-Nam Tran, Phu-Vinh Nguyen, Long Nguyen, Dien Dinh |
| 2024 | PACLIC | A Comparative Study of Chart Summarization. | An Chu, Thong Huynh, Long Nguyen, Dien Dinh |
| 2024 | PACLIC | VHE: A New Dataset for Event Extraction from Vietnamese Historical Texts. | Truc Hoang, Long Nguyen, Dien Dinh |
| 2024 | PACLIC | Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark. | Phu-Vinh Nguyen, Minh-Nam Tran, Long Nguyen, Dien Dinh |
| 2024 | PACLIC | ViHerbQA: A Robust QA Model for Vietnamese Traditional Herbal Medicine. | Quyen Truong, Long Nguyen, Dien Dinh |
| 2024 | PACLIC | Multi-mask Prefix Tuning: Applying Multiple Adaptive Masks on Deep Prompt Tuning. | Qui Tu, Trung Nguyen, Long Nguyen, Dien Dinh |
| 2023 | ICCCI | Exploring the Role of Monolingual Data in Cross-Attention Pre-training for Neural Machine Translation. | Khang Pham, Long Nguyen, Dien Dinh |
| 2022 | COLING | Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation. | Binh P. Nguyen, Long Nguyen, Dien Dinh |
| 2022 | PACLIC | Intent Detection and Slot Filling from Dependency Parsing Perspective: A Case Study in Vietnamese. | Phu-Thinh Pham, Duy Vu-Tran, Duc Do, An-Vinh Luong, Dien Dinh |
| 2022 | PACLIC | Integrating Label Attention into CRF-based Vietnamese Constituency Parser. | Duy Vu-Tran, Phu-Thinh Pham, Duc Do, An-Vinh Luong, Dien Dinh |
| 2008 | PRICAI | A Syntactic-based Word Re-ordering for English-Vietnamese Statistical Machine Translation System. | Hong-Nhung Nguyen Thi, Dien Dinh |