Algorithms Combating Hate Speech Online With AI (IEEE) 15 March 2023 “Anwar and his colleagues compared BiCapsHate to these other models, finding that theirs outperformed the other models significantly. BiCapsHate achieved…
Algorithms Explaining Hate Speech Classification with Model-Agnostic Methods (Lecture Notes in Informatics) 15 March 2023 “The bidirectional transformer model BERT has been used for prediction because of its state-of-the-art efficiency over other Machine Learning(ML) models.…
Algorithms Hate Speech and Offensive Language Detection using an Emotion-aware Shared Encoder (arXiv) 15 March 2023 “Our analysis are using two well-known Transformer-based models, BERT and mBERT, where the later is used to address abusive content…
Algorithms Assorted Hate Speech: ‘Lost in Translation’? (Lexology) 28 February 2023 https://www.lexology.com/library/detail.aspx?g=6a282e62-bb87-484b-9236-6078c5404d45 “A recent study led by the European Union Agency for Fundamental Rights (FRA) tested different models of offensive speech…
Algorithms Assorted Hate Speech and Offensive Language Detection using an Emotion-aware Shared Encoder (arXiv) 28 February 2023 https://arxiv.org/pdf/2302.08777.pdf “Our findings demonstrate that emotional knowledge helps to more reliably identify hate speech and offensive language across datasets. Our…
Algorithms Assorted A Federated Approach for Hate Speech Detection (Paperswithcode) 28 February 2023 https://paperswithcode.com/paper/a-federated-approach-for-hate-speech “Hate speech detection has been the subject of high research attention, due to the scale of content created on…
Algorithms Assorted Covertly communicated hate speech: A corpus-assisted pragmatic study (Journal of Pragmatics) 28 February 2023 https://www.sciencedirect.com/science/article/pii/S037821662200296X “n order to better understand the phenomenon of ‘covertly communicated’ hate speech, one would need to first investigate the…
Algorithms Assorted Legal Society Offline and Online Gender-Based Violence: Extremism Risk Assessment Tools and the Rise of the Incel Rebellion (GNET Research) 22 January 2023 “In recent years, there have been increasing instances of online hate and gender-based violence against women. Reports of involuntary celibate…
Algorithms Assorted Policies Society Online harassment in gaming continued to grow in 2022 (Esports GG) 22 January 2023 https://esports.gg/news/gaming/online-harassment-in-gaming-continued-to-grow-in-2022/ “According to a report by the Anti-Defamation League (ADL), rates of harassment, hate, and extremism in online gaming have…
Algorithms ‘Urgent need’ for more accountability from social media giants to curb hate speech: UN experts (United Nations) 22 January 2023 https://news.un.org/en/story/2023/01/1132232 “In a detailed statement, more than two dozen UN-appointed independent human rights experts – including representatives from three different…
Algorithms Assorted Addressing religious hate online: from taxonomy creation to automated detection (PeerJ) 21 December 2022 “Motivated by the lack of annotated data specifically tailoring religion and the poor interoperability of current datasets, in this article…
Algorithms Legal Policies EU rights watchdog warns of bias in AI-based detection of crime, hate-speech (Reuters) 21 December 2022 “In a report that based its findings on a 2021 study, the Vienna-based EU Agency for Fundamental Rights (FRA) said…