Algorithms Using a multilingual dataset to enhance hateful video detection on YouTube and Bilibili (Singapore University of Technology and Design via Tech Xplore) 30 October 2024 MultiHateClip divides videos into three categories: offensive, normal, and hateful, using hate lexicons and human annotations centered on gender-based hatred.…
Algorithms Policies Detecting Hate Speech in Amharic Using Multimodal Analysis of Social Media Memes (ACL Anthology) 30 October 2024 Over the course of four months, the researchers gathered 2,000 memes from Facebook, Twitter, and Telegram in order to create…
Algorithms Policies Society Audio… Think Change episode 57: is social media’s hate problem beyond repair? (Think Change) 30 October 2024 The episode discusses what needs to be done to create digital societies that are safer and more equitable. Visitors examine…
Algorithms Legal Policies Society Two Weeks in P/CVE: Free Resources on Countering Extremism, Hate, and Mis-/Disinformation, October 2024 (I/II) 18 October 2024 Browse and read from a list of the 170 most popular LinkedIn resources dealing with soft counter-extremism, countering hate speech,…
Algorithms Assorted Multi-task learning model enhances hate speech identification (University of Technology, Sydney via Tech Xplore) 18 October 2024 Researchers have created a new multi-task learning (MTL) model, a kind of machine learning model that functions across different datasets,…
Algorithms Assorted A Target-Aware Analysis of Data Augmentation for Hate Speech Detection (arXiv) 18 October 2024 The authors explore the idea of enhancing current data with generative language models, lowering target imbalance, given the unparalleled skills…
Algorithms Assorted Hate Speech Detection Using Cross-Platform Social Media Data In English and German Language (arXiv) 18 October 2024 The study focuses on identifying hate speech in two languages in YouTube comments and evaluating how incorporating more data from…
Algorithms Assorted Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets (arXiv) 18 October 2024 There is still much to learn about how the hatred target’s traits interact with the annotator’s. To close this gap,…
Algorithms Legal Policies Society Two Weeks in P/CVE: Free Resources on Countering Extremism, Hate, and Mis-/Disinformation, September 2024 (II/II) 05 October 2024 Browse and read from a list of the 255 most popular LinkedIn resources dealing with soft counter-extremism, countering hate speech,…
Algorithms Decoding Hate: Exploring Language Models’ Reactions to Hate Speech (arXiv) 05 October 2024 This study examines how seven cutting-edge LLMs respond to hate speech: LLaMA 2, Vicuna, LLaMA 3, Mistral, GPT-3.5, GPT-4, and…
Algorithms Hate speech against women and immigrants: A comparative analysis of machine learning and text embedding techniques (Journal of Applied Research and Technology) 22 September 2024 The study demonstrates the use of sophisticated text embedding techniques such as TF-IDF, CBOW, and GloVE, together with text pre-processing…
Algorithms Legal Policies Society Two Weeks in P/CVE: Free Resources on Countering Extremism, Hate, and Mis-/Disinformation, September 2024 (I/II) 19 September 2024 Browse and read from a list of the 180 most popular LinkedIn resources dealing with soft counter-extremism, countering hate speech,…