Hate Speech Archives - VOX

The Policy Brief and accompanying Guidance Note on utilizing online data to prevent violent extremism and hate speech apply the lessons learned from UNDP practitioners working on Preventing Violent Extremism (PVE) across seven country offices by undertaking pilot projects that collect, analyse and apply online data to their programming. The Policy Brief outlines the major ...

Linguistic Patterns for Code Word Resilient Hate Speech Identification

September 18, 2023

The permanent transition to online activity has brought with it a surge in hate speech discourse. This has prompted increased calls for automatic detection methods, most of which currently rely on a dictionary of hate speech words, and supervised classification. This approach often falls short when dealing with newer words and phrases produced by online ...

A Context Aware Embedding for the Detection of Hate Speech in Social Media Networks

September 18, 2023

Proliferation of social media platforms in recent past has resulted into upsurge in the number of users. Advent of these sites have paved way for the users to easily express share and communicate. In such a scenario, it is imperative to analyze the content and identify nasty content so as to avoid unpleasant situations. Machine ...

Short of Suspension: How Suspension Warnings Can Reduce Hate Speech on Twitter

September 18, 2023

Debates around the effectiveness of high-profile Twitter account suspensions and similar bans on abusive users across social media platforms abound. Yet we know little about the effectiveness of warning a user about the possibility of suspending their account as opposed to outright suspensions in reducing hate speech. With a pre-registered experiment, we provide causal evidence ...