Hidden behind the obvious: misleading keywords and implicitly abusive language on social media (arXiv)
“While social media offers freedom of self-expression, abusive language carry significant negative social impact. Driven by the importance of the…
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection (SVKIR)
“We propose a transparent method that calculates these values by generating explicit perturbations of the input text, allowing the importance…
Hatred Comments Detection in Twitter using Deep Learning (University of Ruhuna, Sri Lanka)
“This paper describes the detection and classification of hate speech on Twitter by using deep learning. This can fill in…
Extremist Use of Online Spaces. Testimony of Heather J. Williams and Alexandra T. Evans … (RAND)
“This is not to say that exposure to a virtual extremist community drives one to offline violence. Social media is…
Retweet communities reveal the main sources of hate speech (PLoS One)
Hate speech is dominated by offensive tweets, related to political and ideological issues. The share of unacceptable tweets is moderately…
An Inter and Intra Transformer for Hate Speech Detection (IEEE)
In recent years, successful hate speech detection models have been developed, such as using CNN, LSTM, but they lack a…
L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models (arXiv)
The dataset is curated from Twitter, annotated manually. Our dataset consists of over 25000 distinct tweets labeled into four major…
Large-Scale Hate Speech Detection with Cross-Domain Transfer (arXiv)
“In this study, we construct large-scale tweet datasets for hate speech detection in English and a low-resource language, Turkish, consisting…
Impact and dynamics of hate and counter speech online (Springer Open)
“Citizen-generated counter speech is a promising way to fight hate speech and promote peaceful, non-polarized discourse. However, there is a…
Going Extreme: Comparative Analysis of Hate Speech in Parler and Gab (arXiv)
“We experiment with an array of algorithms for hate-speech detection, demonstrating limitations of transfer learning in that domain, given the…
Hate speech in social media: How platforms can do better (PHYS.ORG)
“In a report from the Anti-Defamation League, Libby Hemphill, an affiliate analysis professor at U-M’s Institute for Social Analysis and…
A Feature Extraction based Model for Hate Speech Identification (arXiv)
“The detection of hate speech online has become an important task, as offensive language such as hurtful, obscene and insulting…