Like trainer, like bot? Inheritance of bias in algorithmic content moderation
The internet has become a central medium through which 'networked publics' express their
opinions and engage in debate. Offensive comments and personal attacks can inhibit …
opinions and engage in debate. Offensive comments and personal attacks can inhibit …
Reconsidering tweets: Intervening during tweet creation decreases offensive content
M Katsaros, K Yang, L Fratamico - … AAAI Conference on Web and Social …, 2022 - ojs.aaai.org
The proliferation of harmful and offensive content is a problem that many online platforms
face today. One of the most common approaches for moderating offensive content online is …
face today. One of the most common approaches for moderating offensive content online is …
The fabrics of machine moderation: Studying the technical, normative, and organizational structure of Perspective API
Over recent years, the stakes and complexity of online content moderation have been
steadily raised, swelling from concerns about personal conflict in smaller communities to …
steadily raised, swelling from concerns about personal conflict in smaller communities to …
Deeper attention to abusive user content moderation
J Pavlopoulos, P Malakasiotis… - Proceedings of the …, 2017 - aclanthology.org
Experimenting with a new dataset of 1.6 M user comments from a news portal and an
existing dataset of 115K Wikipedia talk page comments, we show that an RNN operating on …
existing dataset of 115K Wikipedia talk page comments, we show that an RNN operating on …
Does transparency in moderation really matter? User behavior after content removal explanations on reddit
When posts are removed on a social media platform, users may or may not receive an
explanation. What kinds of explanations are provided? Do those explanations matter? Using …
explanation. What kinds of explanations are provided? Do those explanations matter? Using …
The discourse of online content moderation: Investigating polarized user responses to changes in reddit's quarantine policy
Recent concerns over abusive behavior on their platforms have pressured social media
companies to strengthen their content moderation policies. However, user opinions on these …
companies to strengthen their content moderation policies. However, user opinions on these …
Crossmod: A cross-community learning-based system to assist reddit moderators
E Chandrasekharan, C Gandhi, MW Mustelier… - Proceedings of the …, 2019 - dl.acm.org
In this paper, we introduce a novel sociotechnical moderation system for Reddit called
Crossmod. Through formative interviews with 11 active moderators from 10 different …
Crossmod. Through formative interviews with 11 active moderators from 10 different …
[PDF][PDF] When AI moderates online content: effects of human collaboration and interactive transparency on user trust
Given the scale of user-generated content online, the use of artificial intelligence (AI) to flag
problematic posts is inevitable, but users do not trust such automated moderation of content …
problematic posts is inevitable, but users do not trust such automated moderation of content …
Offensive language detection explained
Many online discussion platforms use a content moderation process, where human
moderators check user comments for offensive language and other rule violations. It is the …
moderators check user comments for offensive language and other rule violations. It is the …
Common sense or censorship: How algorithmic moderators and message type influence perceptions of online content deletion
Hateful content online is a concern for social media platforms, policymakers, and the public.
This has led high-profile content platforms, such as Facebook, to adopt algorithmic content …
This has led high-profile content platforms, such as Facebook, to adopt algorithmic content …