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VAIS Hate Speech Detection System: A Deep Learning based Approach for System Combination

Nowadays, Social network sites (SNSs) such as Facebook, Twitter are common places where people show their opinions, sentiments and share information with others. However, some people use SNSs to post abuse and harassment threats in order to prevent …

“The Enemy Among Us” Detecting Cyber Hate Speech with Threats-based Othering Language Embeddings

Offensive or antagonistic language targeted at individuals and social groups based on their personal characteristics (also known as cyber hate speech or cyberhate) has been frequently posted and widely circulated via the World Wide Web. This can be …

A survey on automatic detection of hate speech in text

The scientific study of hate speech, from a computer science point of view, is recent. This survey organizes and describes the current state of the field, providing a structured overview of previous approaches, including core algorithms, methods, and …

Detecting hate speech on twitter using a convolution-gru based deep neural network

In recent years, the increasing propagation of hate speech on social media and the urgent need for effective counter-measures have drawn significant investment from governments, companies, and empirical research. Despite a large number of emerging …

Hate lingo: A target-based linguistic analysis of hate speech in social media

While social media empowers freedom of expression and individual voices, it also enables anti-social behavior, online harassment, cyberbullying, and hate speech. In this paper, we deepen our understanding of online hate speech by focusing on a …

Hate speech dataset from a white supremacy forum

Hate speech is commonly defined as any communication that disparages a target group of people based on some characteristic such as race, colour, ethnicity, gender, sexual orientation, nationality, religion, or other characteristic. Due to the massive …

Hate speech, pornography, and radical attacks on free speech doctrine

This book, devoted to acquainting reader with the basics of American free speech doctrine, presents a description of the radical attack on modern free speech doctrine. It discusses whether banning this speech would be a remedy for the harms hate …

Hateminers: Detecting hate speech against women

With the online proliferation of hate speech, there is an urgent need for systems that can detect such harmful content. In this paper, We present the machine learning models developed for the Automatic Misogyny Identification (AMI) shared task at …

Large scale crowdsourcing and characterization of twitter abusive behavior

In recent years online social networks have suffered an increase in sexism, racism, and other types of aggressive and cyberbullying behavior, often manifesting itself through offensive, abusive, or hateful language. Past scientific work focused on …

What is gab: A bastion of free speech or an alt-right echo chamber

Over the past few years, a number of new fringe communities, like 4chan or certain subreddits, have gained traction on the Web at a rapid pace. However, more often than not, little is known about how they evolve or what kind of activities they …