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Averting and Countering Online Hatred

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Algorithms

Hate Speech Detection: A Solved Problem? The Challenging Case of Long Tail on Twitter (IOS Press)

19 November 2021

“A large number of methods have been developed for automated hate speech detection online. This aims to classify textual content…

Legal

Legislating for Hate Speech and Hate Crime in Ireland (Department of Justice, Ireland)

19 November 2021

“The report provides a comprehensive overview of the contributions made by almost four thousand contributors who participated in the public…

Society

Internet, social media and online hate speech. Systematic review (Aggression and Violent Behavior)

19 November 2021

“The reviewed studies provided exploratory data about the Internet and social media as a space for online hate speech, types…

Algorithms

Towards generalisable hate speech detection: a review on obstacles and solutions (arXiv)

19 November 2021

“With online hate speech on the rise, its automatic detection as a natural language processing task is gaining increasing interest.…

Algorithms

Latent Hatred: A Benchmark for Understanding Implicit Hate Speech (arXiv)

19 November 2021

“Despite much attention being paid to characterize and detect discriminatory speech, most work has focused on explicit or overt hate…

Algorithms

Automatic Detection of Cyberbullying and Abusive Language in Arabic Content on Social Networks: A Survey (Elsevier)

19 November 2021

“Many languages have made many efforts to find automated solutions for detecting abusive language and cyberbullying, but not much for…

Algorithms

Using Transfer-based Language Models to Detect Hateful and Offensive Language Online (Proceedings of the Fourth Workshop on Online Abuse and Harms)

19 November 2021

“The results indicate that the attention-based models profoundly confuse hate speech with offensive and normal language. However, the pre-trained models…

Algorithms

HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection (AAAI)

19 November 2021

“In this paper, we introduce HateXplain, the first benchmark hate speech dataset covering multiple aspects of the issue. Each post…

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Enhancing cross-lingual hate speech detection through contrastive and adversarial learning (Engineering Applications of Artificial Intelligence)27 March 2025
Addressing hate speech on social media: Contemporary challenges (Oxford Internet Institute, UNESCO)30 November 2021
Navigating hate speech and content moderation under the DSA: insights from ECtHR case law (Information & Communications Technology Law)22 September 2024
Efficient Hate Speech Detection: Evaluating 38 Models from Traditional Methods to Transformers (ACL Digital Library)17 May 2025
NLP in the Digital Age: Combating Fake News, Hate Speech, and Ethical Risks for Social Integrity (SSRN)21 April 2025
The Internet, Internet Intermediaries and Hate Speech – Freedom of Expression in Decline? (The Future of Free Speech)15 March 2023
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Averting and Countering Online Hatred

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