no code implementations • COLING 2022 • Tin Van Huynh, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
In this paper, we introduce ViNLI (Vietnamese Natural Language Inference), an open-domain and high-quality corpus for evaluating Vietnamese NLI models, which is created and evaluated with a strict process of quality control.
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 • 22 Mar 2022 • Kiet Van Nguyen, Son Quoc Tran, Luan Thanh Nguyen, Tin Van Huynh, Son T. Luu, Ngan Luu-Thuy Nguyen
To address the weakness, we provide the research community with a benchmark dataset named UIT-ViQuAD 2. 0 for evaluating the MRC task and question answering systems for the Vietnamese language.
1 code implementation • 31 May 2021 • Luong Luc Phan, Phuc Huynh Pham, Kim Thi-Thanh Nguyen, Tham Thi Nguyen, Sieu Khai Huynh, Luan Thanh Nguyen, Tin Van Huynh, Kiet Van Nguyen
In this paper, we present a process of building a social listening system based on aspect-based sentiment analysis in Vietnamese from creating a dataset to building a real application.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +5
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 • EMNLP (WNUT) 2020 • Tin Van Huynh, Luan Thanh Nguyen, Son T. Luu
The outbreak COVID-19 virus caused a significant impact on the health of people all over the world.
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 • 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