1 code implementation • 27 Jul 2022 • Co Van Dinh, Son T. Luu, Anh Gia-Tuan Nguyen
These are called spam reviews, confusing consumers on online shopping platforms and negatively affecting online shopping behaviors.
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.
no code implementations • 31 Aug 2021 • Huy Quoc To, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen
Recent researches have demonstrated that BERT shows potential in a wide range of natural language processing tasks.
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.
no code implementations • 21 Oct 2020 • Huy Quoc To, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen
We propose a new dataset for gender prediction based on Vietnamese names.
no code implementations • 30 Sep 2020 • Kiet Van Nguyen, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen
Due to the lack of benchmark datasets for Vietnamese, we present the Vietnamese Question Answering Dataset (UIT-ViQuAD), a new dataset for the low-resource language as Vietnamese to evaluate MRC models.
no code implementations • 20 Aug 2020 • Son T. Luu, Kiet Van Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen
In this paper, we conduct several experiments on neural network-based model to understand the impact of word representation to the Vietnamese multiple-choice machine reading comprehension.
no code implementations • 19 Jun 2020 • Kiet Van Nguyen, Tin Van Huynh, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen
In particular, we develop a process of creating a corpus for the Vietnamese machine reading comprehension.
no code implementations • 16 Jan 2020 • Kiet Van Nguyen, Khiem Vinh Tran, Son T. Luu, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen
Although Vietnamese is the 17th most popular native-speaker language in the world, there are not many research studies on Vietnamese machine reading comprehension (MRC), the task of understanding a text and answering questions about it.
no code implementations • 27 Dec 2019 • Tin Van Huynh, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen
In addition, we also proposed a simple and effective ensemble model combining different deep neural network models.
1 code implementation • 9 Nov 2019 • Tin Van Huynh, Vu Duc Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen
In recent years, Hate Speech Detection has become one of the interesting fields in natural language processing or computational linguistics.
Hate Speech Detection Vietnamese Social Media Text Processing
1 code implementation • 9 Nov 2019 • Hang Thi-Thuy Do, Huy Duc Huynh, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen
In this paper, we describe our system which participates in the shared task of Hate Speech Detection on Social Networks of VLSP 2019 evaluation campaign.