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Averting and Countering Online Hatred

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An Investigation of Large Language Models for Real-World Hate Speech Detection (Papers with Code)

12 January 2024

In this study, we conduct a large-scale study of hate speech detection, employing five established hate speech datasets. We discover…

Algorithms

Hate Speech Detection in Social Networks using Machine Learning and Deep Learning Methods (The Science and Information Organization)

12 January 2024

Our findings reveal that deep learning techniques outperform shallow learning methods, with BiLSTM emerging as the most accurate model for…

Policies Society

(Resources…) Counterspeech (Dangerous Speech Project)

12 January 2024

Continued study of counterspeech is essential, especially as censorship and takedown proliferate as methods of regulating online speech. Unlike those…

Algorithms Assorted Legal Policies Society

Free Resources on Countering Extremism and Hate Speech, December 2023 (II/II)

02 January 2024

Browse and read from a list of the 160 most popular LinkedIn resources that deal with counter-extremism and countering hate…

Algorithms Assorted Society

On the rise of fear speech in online social media (PNAS)

25 December 2023

nlike hate speech, fear speech has almost zero toxic content, making it look plausible. Moreover, while fear speech topics mostly…

Algorithms Society

SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter (ACL Anthology)

25 December 2023

The paper describes the organization of the SemEval 2019 Task 5 about the detection of hate speech against immigrants and…

Policies Society

Hate Speech Detection and Bias in Supervised Text Classification (Oxford Academic)

25 December 2023

In particular, the chapter examines racial bias in these systems, explaining why models intended to detect hate speech can discriminate…

Assorted Society

Social media users’ online behavior with regard to the circulation of hate speech (Carleton University)

25 December 2023

his study aims to comprehend the roles social media users play in responding to online hate speech. To this end,…

Algorithms

Comparative Analysis on Detection of Hate Speech / Offensive Language in Social Media (Tuijin Jishu)

25 December 2023

In this study, we conduct a comparative analysis of the performance of various machine learning and natural language processing models…

Algorithms Policies

Enhancing Hate Speech Detection with Large Language Model-Based Dataset Re-Labeling (Openeview)

25 December 2023

Upon a rigorous definition of hate speech, we present a new way of labeling hate speech data using LLM with…

Algorithms Assorted Policies Society

Free Resources on Countering Extremism and Hate Speech, December 2023 (I/II)

17 December 2023

Browse and read from a list of the 165 most popular LinkedIn resources that deal with counter-extremism and countering hate…

Algorithms Society

Online Hate Speech in 2023 (EOOH)

12 December 2023

e carried out an analysis from data gathered within the framework of the European Observatory of Online Hate (EOOH) spanning…

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Two Weeks in Soft Security: Free Resources on Countering Extremism, Hate, and Disinformation, June 2025 (I/II)20 June 2025
NLP in the Digital Age: Combating Fake News, Hate Speech, and Ethical Risks for Social Integrity (SSRN)21 April 2025
Efficient Hate Speech Detection: Evaluating 38 Models from Traditional Methods to Transformers (ACL Digital Library)17 May 2025
Hate speech: Comparing the US and EU approaches (Think Tank, European Parliament)05 June 2025
Hate Speech Detection in Conventional Language on Social Media by using Machine Learning (ijert.org)15 July 2022
Pars-HAO: Hate Speech and OffensiveLanguage Detection on Persian Social MediaUsing Ensemble Learning (TechRxiv)23 September 2023
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Averting and Countering Online Hatred

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