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Fine-Grained Multilingual Hate Speech Detection Using Explainable AI and Transformers
IEEE AccessThe detection of hate speech on online platforms is essential for maintaining safe and inclusive digital environments. Although significant progress has been made in binary classification for hate speech detection, challenges persist in multilingual and ...
Jawaid Ahmed Siddiqui +4 more
doaj +2 more sources
The rise of online hate speech has been fuelled in several countries by political polarisation and the growth of the alt-right movement. While this form of hate speech is not a criminal offence, it has serious psychological and social consequences for vulnerable target groups.
Paz Rebollo, María Antonia +1 more
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Hate speech and hate-based harassment in online games [PDF]
Frontiers in PsychologyConstance Steinkuehler +2 more
exaly +2 more sources
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection [PDF]
Annual Meeting of the Association for Computational Linguistics, 2022 Toxic language detection systems often falsely flag text that contains minority group mentions as toxic, as those groups are often the targets of online hate.
Thomas Hartvigsen +5 more
semanticscholar +1 more source
Political Hate Speech Detection and Lexicon Building: A Study in Taiwan
IEEE Access, 2022 There is the minimal restriction to users’ speech in cyberspace. The Internet provides a space where people can freely present their speech, which puts a Utopian sense of freedom of speech into practice. However, the appearance of hate speech is a
Chih-Chien Wang +2 more
doaj +1 more source
A Linguistic Analysis of Sexism-Related Hate Speech in Social Media
Perspektywy Kultury, 2023 The aim of this article is to present the functioning of a dual algorithm/human analysis and to investigate the means with which to study hate speech, especially sexism-related hate speech, in the online environment, focusing on social media comments and
Anna Bugajska, Paulina Dziedzic
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Sexist hate speech: Topical organization of intolerant discourse
Językoznawstwo, 2021 The article is aimed at determining the topical structure of sexist hate speech as form of intolerant discourse. Sexist hate speech is viewed as a type of gender-based hate speech that is influenced by the same social, political and legal, cultural and ...
Ekaterina Vasilenko
doaj +1 more source
Automated Hate Speech Detection and the Problem of Offensive Language [PDF]
International Conference on Web and Social Media, 2017 A key challenge for automatic hate-speech detection on social media is the separation of hate speech from other instances of offensive language.
Thomas Davidson +3 more
semanticscholar +1 more source
Campbell Systematic Reviews, 2022 The overall aim of the review is to map the definitions and measurement tools used to capture the whole spectrum of hate motivated behaviors, including hate crime, hate speech and hate incidents. This will benefit the field of hate studies by providing a
Matteo Vergani +5 more
doaj +1 more source
Hate speech in adolescents: A binational study on prevalence and demographic differences
Frontiers in Education, 2023 Hate speech, or intentional derogatory expressions about people based on assigned group characteristics, has been studied primarily in online contexts. Less is known about the occurrence of this phenomenon in schools.
Melisa Castellanos +7 more
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