XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source

no code implementations • 14 Apr 2022 • Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen

Question answering (QA) is a natural language understanding task within the fields of information retrieval and information extraction that has attracted much attention from the computational linguistics and artificial intelligence research community in recent years because of the strong development of machine reading comprehension-based models.

Information Retrieval Machine Reading Comprehension +3

Sentence Extraction-Based Machine Reading Comprehension for Vietnamese

no code implementations • 19 May 2021 • Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh, Kiet Van Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen

We propose a conversion algorithm to create the dataset for sentence extraction-based machine reading comprehension and three types of approaches for sentence extraction-based machine reading comprehension in Vietnamese.

Machine Reading Comprehension Question Answering +2