VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding
Published:
Phong Do, Son Tran, Phu Hoang, Kiet Nguyen, Ngan Nguyen. Published at NAACL 2024 (Findings). Paper
Publications
You can also find my articles on my Google Scholar profile.
Conference Papers
AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions
Published:
Son Quoc Tran, Gia-Huy Do, Phong Nguyen-Thuan Do, Matt Kretchmar, Xinya Du. Preprint arXiv Paper
The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models
Published:
Son Quoc Tran, Phong Nguyen-Thuan Do, Uyen Le, Matt Kretchmar. Published at EACL 2023 Paper
Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension
Published:
Son Quoc Tran, Phong Nguyen-Thuan Do, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. Published at The 2023 EACL Student Research Workshop Paper
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-Based Textual Knowledge Source
Published:
Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. Publish at ACIIDS 2022 Paper
Sentence Extraction-Based Machine Reading Comprehension for Vietnamese
Published:
Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh, Kiet Van Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen . Published at KSEM 2021. Paper
Journal Articles
ViMRC VLSP 2021: XLM-R Versus PhoBERT on Vietnamese Machine Reading Comprehension
Published:
Nguyen Duy Nhat, Do Nguyen Thuan Phong. Published at **VNU Journal of Science: Computer Science and Communication Engineering ** Paper
Multi-stage transfer learning with BERTology-based language models for question answering system in vietnamese
Published:
Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Anh Gia-Tuan Nguyen & Ngan Luu-Thuy Nguyen. Published at International Journal of Machine Learning and Cybernetics, 2023. Paper
ViReader: A Wikipedia-based Vietnamese reading comprehension system using transfer learning
Published:
Kiet Van Nguyen, Nhat Duy Nguyen, Phong Nguyen-Thuan Do, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. Published at Journal of Intelligent and Fuzzy Systems, 2021. Paper