Algorithms Society Combating Hate Speech and Disinformation Against Social Polarization and How to be a Fact-Checking Influencer (Friedrich Naumann Foundation for Freedom) 25 October 2022 “Mahadevan stated that in the MediaWise, they aim to increase people’s awareness so they can fact-check the news examples they…
Algorithms aiXplain at Arabic Hate Speech 2022: An Ensemble Based Approach to Detecting Offensive Tweets (ACL Anthology) 25 October 2022 “This paper outlines aiXplain Inc.’s ensemble based approach to detecting offensive speech in the Arabic language based on OSACT5’s shared…
Algorithms Society Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation (ACL Anthology) 19 October 2022 “In this paper, we investigate the generalization capabilities of deep learning models to different target groups of hate speech under…
Algorithms Assessing the impact of contextual information in hate speech detection (arXiv) 19 October 2022 “In this work, we provide a novel corpus for contextualized hate speech detection based on user responses to news posts…
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) 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…