Algorithms Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media (arXiv) 28 July 2023 We present the Multi-Modal Discussion Transformer (mDT), a novel multi-modal graph-based transformer model for detecting hate speech in online social…
Algorithms Policies Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection (arXiv) 28 July 2023 In this paper, we present Rule By Example (RBE): a novel exemplar-based contrastive learning approach for learning from logical rules…
Algorithms Policies Consensus on community guidelines: an experimental study on the legitimacy of content removal in social media (Humanities and Social Sciences Communications) 28 July 2023 Our experimental data reveals that the degree of consensus on the need to remove content is quite high, regardless of…
Algorithms Society Unveiling the European Landscape of Online Hate: Insights from two years of the European Observatory of Online Hate (EOOH) 14 July 2023 Over the course of two years, the EOOH has made significant strides in understanding the dynamics of online hate, its…
Algorithms Policies Exploring Intensities of Hate Speech on Social Media: A Case Study on Explaining Multilingual Models with XAI (JKU Visual Data Science Lab) 14 July 2023 In order to present a more accurate spectrum of severity and surmount the constraints of seeing hate speech as a…
Algorithms Assorted Empirical Evaluation of Public Hate Speech Dataset (SSRN) 14 July 2023 In this study we provide a comprehensive empirical evaluation of numerous public datasets commonly employed in automated hate speech classification.…
Algorithms An Introduction to Detection of Hate Speech and Offensive Language in Slovak (IEEE) 14 July 2023 The paper introduces a very current topic in the field of natural language processing oriented to the automatic detection of…
Algorithms Assorted Society Hate Speech Dynamics Against African descent, Roma and LGBTQI Communities in Portugal (ACL Anthology) 14 July 2023 This paper introduces FIGHT, a dataset containing 63,450 tweets, posted before and after the official declaration of Covid-19 as a…
Algorithms Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data (C[x]) 14 July 2023 In this paper, we test whether natural language inference (NLI) models which perform well in zero- and few-shot settings can…
Algorithms Policies PEACE: Cross-Platform Hate Speech Detection- A Causality-guided Framework (C[x]) 14 July 2023 e revisit if we can learn a generalizable hate speech detection model for the cross platform setting, where we train…
Algorithms Hate Speech Detection via Dual Contrastive Learning (arXiv) 14 July 2023 The fast spread of hate speech on social media impacts the Internet environment and our society by increasing prejudice and…
Algorithms Assorted The Art of Embedding Fusion: Optimizing Hate Speech Detection (arXiv) 14 July 2023 In this work, we shed light on various combination techniques for several PLMs and comprehensively analyze their effectiveness. Our findings…