[PDF][PDF] Machine learning methods for toxic comment classification: a systematic review
D Androcec - Acta Universitatis Sapientiae, Informatica, 2020 - intapi.sciendo.com
Nowadays users leave numerous comments on different social networks, news portals, and
forums. Some of the comments are toxic or abusive. Due to numbers of comments, it is …
forums. Some of the comments are toxic or abusive. Due to numbers of comments, it is …
SoK: Content moderation in social media, from guidelines to enforcement, and research to practice
Social media platforms have been establishing content moderation guidelines and
employing various moderation policies to counter hate speech and misinformation. The goal …
employing various moderation policies to counter hate speech and misinformation. The goal …
Exploring bystander contagion in cyberbully detection: a systematic review
Since the advent of mass access to the Internet, aggressive behaviors such as cyberbullying
have become widespread on social networking sites. An aggressive online environment can …
have become widespread on social networking sites. An aggressive online environment can …
Develo** a socio-computational approach to examine toxicity propagation and regulation in COVID-19 discourse on YouTube
As the novel coronavirus (COVID-19) continues to ravage the world at an unprecedented
rate, formal recommendations from medical experts are becoming muffled by the avalanche …
rate, formal recommendations from medical experts are becoming muffled by the avalanche …
Detox: A comprehensive dataset for German offensive language and conversation analysis
C Demus, J Pitz, M Schütz, N Probol… - Proceedings of the …, 2022 - aclanthology.org
In this work, we present a new publicly available offensive language dataset of 10.278
German social media comments collected in the first half of 2021 that were annotated by in …
German social media comments collected in the first half of 2021 that were annotated by in …
[HTML][HTML] The illusion of data validity: Why numbers about people are likely wrong
This reflection article addresses a difficulty faced by scholars and practitioners working with
numbers about people, which is that those who study people want numerical data about …
numbers about people, which is that those who study people want numerical data about …
The Unsung Heroes of Facebook Groups Moderation: A Case Study of Moderation Practices and Tools
Volunteer moderators have the power to shape society through their influence on online
discourse. However, the growing scale of online interactions increasingly presents …
discourse. However, the growing scale of online interactions increasingly presents …
Predicting anti-Asian hateful users on Twitter during COVID-19
We investigate predictors of anti-Asian hate among Twitter users throughout COVID-19. With
the rise of xenophobia and polarization that has accompanied widespread social media …
the rise of xenophobia and polarization that has accompanied widespread social media …
[HTML][HTML] PROVOKE: Toxicity trigger detection in conversations from the top 100 subreddits
Promoting healthy discourse on community-based online platforms like Reddit can be
challenging, especially when conversations show ominous signs of toxicity. Therefore, in …
challenging, especially when conversations show ominous signs of toxicity. Therefore, in …
Understanding toxicity triggers on Reddit in the context of Singapore
YY Chong, H Kwak - Proceedings of the International AAAI Conference …, 2022 - ojs.aaai.org
While the contagious nature of online toxicity sparked increasing interest in its early
detection and prevention, most of the literature focuses on the Western world. In this work …
detection and prevention, most of the literature focuses on the Western world. In this work …