/hate-speech-detection-vlsp-2019

Baseline code for Hate speech detection (VLSP2019 dataset)

Primary LanguageJupyter Notebook

Hate Speech Detection - VLSP 2019 Shared task

Baseline code for Hate speech detection (VLSP2019 dataset)

Dataset

The VLSP 2019 shared task about Hate speech detection dataset. Please contact the VLSP organization for data.

Model

Traditional model: Logistic Regression, Support vector machine (SVM).
Deep neural model: Text CNN, GRU.

Word embedding used: fasttext vietnamese (https://fasttext.cc/docs/en/crawl-vectors.html)

Publication

S. T. Luu, H. P. Nguyen, K. Van Nguyen and N. Luu-Thuy Nguyen, "Comparison Between Traditional Machine Learning Models And Neural Network Models For Vietnamese Hate Speech Detection," 2020 RIVF International Conference on Computing and Communication Technologies (RIVF), Ho Chi Minh, Vietnam, 2020, pp. 1-6, doi: 10.1109/RIVF48685.2020.9140745.

Link: https://arxiv.org/pdf/2002.00759.pdf