Hate speech detection in Vietnamese on social network sites

This research recommend two types of model: SVM, and XGBoost. The results show that accuracy score of XGBoost is better than SVM (93.72% and 91.37% respectively). Therefore, this research recommend XGBoost is better model.

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Bibliographic Details
Main Author:	Le, Ngoc Nhung
Other Authors:	Tran, Thi Oanh
Format:	Final Year Project
Language:	English
Published:	H. : ĐHQGHN 2020
Subjects:	Hate speech Classification Natural language processing SVM XGBoost
Online Access:	http://repository.vnu.edu.vn/handle/VNU_123/97898
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Institution:	Vietnam National University, Hanoi
Language:	English

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record_format	dspace
spelling	oai:112.137.131.14:VNU_123-978982020-11-19T04:16:19Z Hate speech detection in Vietnamese on social network sites Le, Ngoc Nhung Tran, Thi Oanh ĐHQGHN - Khoa Quốc tế Hate speech Classification Natural language processing SVM XGBoost This research recommend two types of model: SVM, and XGBoost. The results show that accuracy score of XGBoost is better than SVM (93.72% and 91.37% respectively). Therefore, this research recommend XGBoost is better model. 2020-11-19T04:16:19Z 2020-11-19T04:16:19Z 2019 Final Year Project (FYP) http://repository.vnu.edu.vn/handle/VNU_123/97898 en 66 p. application/pdf H. : ĐHQGHN
institution	Vietnam National University, Hanoi
building	VNU Library & Information Center
continent	Asia
country	Vietnam Vietnam
content_provider	VNU Library and Information Center
collection	VNU Digital Repository
language	English
topic	Hate speech Classification Natural language processing SVM XGBoost
spellingShingle	Hate speech Classification Natural language processing SVM XGBoost Le, Ngoc Nhung Hate speech detection in Vietnamese on social network sites
description	This research recommend two types of model: SVM, and XGBoost. The results show that accuracy score of XGBoost is better than SVM (93.72% and 91.37% respectively). Therefore, this research recommend XGBoost is better model.
author2	Tran, Thi Oanh
author_facet	Tran, Thi Oanh Le, Ngoc Nhung
format	Final Year Project
author	Le, Ngoc Nhung
author_sort	Le, Ngoc Nhung
title	Hate speech detection in Vietnamese on social network sites
title_short	Hate speech detection in Vietnamese on social network sites
title_full	Hate speech detection in Vietnamese on social network sites
title_fullStr	Hate speech detection in Vietnamese on social network sites
title_full_unstemmed	Hate speech detection in Vietnamese on social network sites
title_sort	hate speech detection in vietnamese on social network sites
publisher	H. : ĐHQGHN
publishDate	2020
url	http://repository.vnu.edu.vn/handle/VNU_123/97898
_version_	1684667340830015488

Hate speech detection in Vietnamese on social network sites

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