Algorithms Assorted Improved two-stage hate speech classification for twitter based on Deep Neural Networks (arXiv) 12 June 2022 “Hate speech is a form of online harassment that involves the use of abusive language, and it is commonly seen…
Algorithms Risk Matrix for Violent Radicalization: A Machine Learning Approach (Frontiers in Psychology) 13 May 2022 “Typically, violent extremists came from criminal but not radical backgrounds and were radicalized in late stages of their life. They…
Algorithms Hidden behind the obvious: misleading keywords and implicitly abusive language on social media (arXiv) 13 May 2022 “While social media offers freedom of self-expression, abusive language carry significant negative social impact. Driven by the importance of the…
Algorithms Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection (SVKIR) 13 May 2022 “We propose a transparent method that calculates these values by generating explicit perturbations of the input text, allowing the importance…
Algorithms Hatred Comments Detection in Twitter using Deep Learning (University of Ruhuna, Sri Lanka) 13 May 2022 “This paper describes the detection and classification of hate speech on Twitter by using deep learning. This can fill in…
Algorithms Assorted Extremist Use of Online Spaces. Testimony of Heather J. Williams and Alexandra T. Evans … (RAND) 28 April 2022 “This is not to say that exposure to a virtual extremist community drives one to offline violence. Social media is…
Algorithms Assorted Retweet communities reveal the main sources of hate speech (PLoS One) 03 April 2022 Hate speech is dominated by offensive tweets, related to political and ideological issues. The share of unacceptable tweets is moderately…
Algorithms An Inter and Intra Transformer for Hate Speech Detection (IEEE) 03 April 2022 In recent years, successful hate speech detection models have been developed, such as using CNN, LSTM, but they lack a…
Algorithms L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models (arXiv) 03 April 2022 The dataset is curated from Twitter, annotated manually. Our dataset consists of over 25000 distinct tweets labeled into four major…
Algorithms Large-Scale Hate Speech Detection with Cross-Domain Transfer (arXiv) 16 March 2022 “In this study, we construct large-scale tweet datasets for hate speech detection in English and a low-resource language, Turkish, consisting…
Algorithms Society Impact and dynamics of hate and counter speech online (Springer Open) 18 February 2022 “Citizen-generated counter speech is a promising way to fight hate speech and promote peaceful, non-polarized discourse. However, there is a…
Algorithms Going Extreme: Comparative Analysis of Hate Speech in Parler and Gab (arXiv) 18 February 2022 “We experiment with an array of algorithms for hate-speech detection, demonstrating limitations of transfer learning in that domain, given the…