Search Results for author: Trong-Hop Do

Found 5 papers, 3 papers with code

Exploiting Hatred by Targets for Hate Speech Detection on Vietnamese Social Media Texts

1 code implementation30 Apr 2024 Cuong Nhat Vo, Khanh Bao Huynh, Son T. Luu, Trong-Hop Do

Hence, we propose a methodology to construct a system for targeted hate speech detection from online streaming texts from social media.

Hate Speech Detection Language Modelling

An Application of Vector Autoregressive Model for Analyzing the Impact of Weather And Nearby Traffic Flow On The Traffic Volume

no code implementations12 Nov 2023 Anh Thi-Hoang Nguyen, Dung Ha Nguyen, Trong-Hop Do

This paper aims to predict the traffic flow at one road segment based on nearby traffic volume and weather conditions.

ViCGCN: Graph Convolutional Network with Contextualized Language Models for Social Media Mining in Vietnamese

1 code implementation6 Sep 2023 Chau-Thang Phan, Quoc-Nam Nguyen, Chi-Thanh Dang, Trong-Hop Do, Kiet Van Nguyen

Our proposed ViCGCN approach demonstrates a significant improvement of up to 6. 21%, 4. 61%, and 2. 63% over the best Contextualized Language Models, including multilingual and monolingual, on three benchmark datasets, UIT-VSMEC, UIT-ViCTSD, and UIT-VSFC, respectively.

Language Modelling text-classification +2

Vietnamese Hate and Offensive Detection using PhoBERT-CNN and Social Media Streaming Data

1 code implementation1 Jun 2022 Khanh Q. Tran, An T. Nguyen, Phu Gia Hoang, Canh Duc Luu, Trong-Hop Do, Kiet Van Nguyen

Secondly, a novel hate speech detection (HSD) model, which is the combination of a pre-trained PhoBERT model and a Text-CNN model, was proposed for solving tasks in Vietnamese.

Hate Speech Detection Vietnamese Social Media Text Processing

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