32 citations · 117 across the 14 of their papers we have counts for
14 papers · 1 filter
Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization
Huy Quoc To, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen +1
Recent researches have demonstrated that BERT shows potential in a wide range of natural language processing tasks. It is adopted as an encoder for many state-of-the-art automatic…
Sentence Extraction-Based Machine Reading Comprehension for Vietnamese
Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh +3
The development of natural language processing (NLP) in general and machine reading comprehension in particular has attracted the great attention of the research community. In rece…
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese
Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen
Semantic parsing is an important NLP task. However, Vietnamese is a low-resource language in this research area. In this paper, we present the first public large-scale Text-to-SQL…
Gender Prediction Based on Vietnamese Names with Machine Learning Techniques
Huy Quoc To, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen +1
As biological gender is one of the aspects of presenting individual human, much work has been done on gender classification based on people names. The proposals for English and Chi…
A Vietnamese Dataset for Evaluating Machine Reading Comprehension
Kiet Van Nguyen, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen +1
Over 97 million people speak Vietnamese as their native language in the world. However, there are few research studies on machine reading comprehension (MRC) for Vietnamese, the ta…
TATL at W-NUT 2020 Task 2: A Transformer-based Baseline System for Identification of Informative COVID-19 English Tweets
Anh Tuan Nguyen
As the COVID-19 outbreak continues to spread throughout the world, more and more information about the pandemic has been shared publicly on social media. For example, there are a h…