Algorithms Society Quantifying How Hateful Communities Radicalize Online Users (arXiv) 19 October 2022 “Using Interrupted Time Series (ITS) analysis as a causal inference method, we gauge the spillover effect, in which hateful language…
Algorithms Legal The Effect of Content Moderation on Online and Offline Hate: Evidence from Germany’s NetzDG (SSRN) 19 October 2022 “Using a difference-in-differences strategy, we find that the law was associated with a statistically significant reduction in toxic posts by…
Algorithms Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation (ACL Anthology) 17 October 2022 “In this paper, we investigate the generalization capabilities of deep learning models to different target groups of hate speech under…
Algorithms Society Quantifying How Hateful Communities Radicalize Online Users (arXiv) 17 October 2022 “We measure members’ usage of hate speech outside the studied community before and after they become active participants. Using Interrupted…
Algorithms Assessing the impact of contextual information in hate speech detection (arXiv) 17 October 2022 “In this work, we provide a novel corpus for contextualized hate speech detection based on user responses to news posts…
Algorithms Society How to Detect Online Hate towards Migrants and Refugees? Developing and Evaluating a Classifier of Racist and Xenophobic Hate Speech Using Shallow and Deep Learning (ideas.repec.org) 17 October 2022 “First, various traditional shallow learning algorithms are used. Second, deep learning is used, specifically, an ad hoc developed RNN model.…
Algorithms Society Identifying Hate Speech Using Neural Networks and Discourse Analysis Techniques (ACL Anthology) 10 October 2022 “In order to detect hate speech, we developed Hierarchical Attention Network (HAN) based and Bidirectional Encoder Representations from Transformer (BERT)…
Algorithms BERT-based Ensemble Approaches for Hate Speech Detection (arXiv) 10 October 2022 “This paper focuses on classifying hate speech in social media using multiple deep models that are implemented by integrating recent…
Algorithms Policies Society Conscious or Unconscious: The Intention of Hate Speech in Cyberworld—A Conceptual Paper (MDPI) 17 September 2022 Results revealed that most of the previous studies on hate speech focused on the field of computer science but rarely…
Algorithms Online hate speech: if you’re not part of the solution you must be part of the problem (Performance Marketing World) 17 September 2022 Hate speech and trolling have become synonymous with social media – and this can have a knock-on effect on brand…
Algorithms Assorted K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment (arXiv) 17 September 2022 Online Hate speech detection has become important with the growth of digital devices, but resources in languages other than English…
Algorithms Assorted Hatemoji: A Test Suite and Adversarially-Generated Dataset for Benchmarking and Detecting Emoji-Based Hate (ACL Anthology) 17 September 2022 Detecting online hate is a complex task, and low-performing models have harmful consequences when used for sensitive applications such as…