no code implementations • 18 Nov 2023 • Duong Tien Pham, Luan Thanh Nguyen
Every human has their own name, a fundamental aspect of their identity and cultural heritage.
no code implementations • 21 Sep 2022 • Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
Inspired by the success of the GLUE, we introduce the Social Media Text Classification Evaluation (SMTCE) benchmark, as a collection of datasets and models across a diverse set of SMTC tasks.
no code implementations • 20 Jun 2022 • Nhung Thi-Hong Nguyen, Phuong Phan-Dieu Ha, Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
Question answering (QA) systems have gained explosive attention in recent years.
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 • 24 Apr 2021 • Nhung Thi-Hong Nguyen, Phuong Phan-Dieu Ha, Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
Customer product reviews play a role in improving the quality of products and services for business organizations or their brands.
Complaint Comment Classification Constructive Comment Classification +2
no code implementations • SEMEVAL 2021 • Phu Gia Hoang, Luan Thanh Nguyen, Kiet Van Nguyen
The increment of toxic comments on online space is causing tremendous effects on other vulnerable users.
no code implementations • 18 Mar 2021 • Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen
For these tasks, we propose a system for constructive and toxic speech detection with the state-of-the-art transfer learning model in Vietnamese NLP as PhoBERT.
Constructive Comment Classification General Classification +2
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.