Lidoma@ LT-EDI 2024: Tamil Hate Speech Detection in Migration Discourse

M Tash, Z Ahani, M Zamir, O Kolesnikova… - Proceedings of the …, 2024 - aclanthology.org
The exponential rise in social media users has revolutionized information accessibility and
exchange. While these platforms serve various purposes, they also harbor negative …

Selam@ DravidianLangTech 2024: Identifying Hate Speech and Offensive Language

SA Kanta, G Sidorov, A Gelbukh - Proceedings of the Fourth …, 2024 - aclanthology.org
Social media has transformed into a powerful tool for sharing information while upholding
the principle of free expression. However, this open platform has given rise to significant …

Fida@ DravidianLangTech 2024: A Novel Approach to Hate Speech Detection Using Distilbert-base-multilingual-cased

F Ullah, M Zamir, M Arif, M Ahmad… - Proceedings of the …, 2024 - aclanthology.org
In the contemporary digital landscape, social media has emerged as a prominent means of
communication and information dissemination, offering a rapid outreach to a broad …

Habesha@ DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning

M Yigezu, O Kolesnikova, G Sidorov… - Proceedings of the …, 2024 - aclanthology.org
This research tackles the issue of fake news by utilizing the RNN-LSTM deep learning
method with optimized hyperparameters identified through grid search. The model's …

Social Media Fake News Classification Using Machine Learning Algorithm

G Bade, O Kolesnikova, G Sidorov… - Proceedings of the …, 2024 - aclanthology.org
The rise of social media has facilitated easier communication, information sharing, and
current affairs updates. However, the prevalence of misleading and deceptive content …

Social Media Hate and Offensive Speech Detection Using Machine Learning Method

G Bade, O Kolesnikova, G Sidorov… - Proceedings of the …, 2024 - aclanthology.org
Even though the improper use of social media is increasing nowadays, there is also
technology that brings solutions. Here, improperness is posting hate and offensive speech …

Odio-BERT: Evaluating domain task impact in hate speech detection

MG Yigezu, O Kolesnikova, A Gelbukh… - Journal of Intelligent & … - content.iospress.com
The rise of social media and micro-blogging platforms has led to concerns about hate
speech, its potential to incite violence, psychological trauma, extremist beliefs, and self …

Detecting multilingual hate speech targeting immigrants and women on Twitter

O Kolesnikova, MG Yigezu, A Gelbukh… - Journal of Intelligent & … - content.iospress.com
Twitter has experienced a tremendous surge in popularity over recent years, establishing
itself as a prominent social media platform with a large user base. However, with this …