Watching the Watchers: A Comparative Fairness Audit of Cloud-based Content Moderation Services
D Hartmann, A Oueslati, D Staufer - arXiv preprint arXiv:2406.14154, 2024 - arxiv.org
Online platforms face the challenge of moderating an ever-increasing volume of content,
including harmful hate speech. In the absence of clear legal definitions and a lack of …
including harmful hate speech. In the absence of clear legal definitions and a lack of …
The Regulation of Content Moderation
Online platforms have become a key infrastructure for creating and sharing content, thus
representing a paramount context for the individual/collective exercise of fundamental rights …
representing a paramount context for the individual/collective exercise of fundamental rights …
[PDF][PDF] Toward Better Automated Content Moderation in Low-Resource Languages
G Nicholas, A Bhatia - Journal of Online Trust and Safety, 2023 - tsjournal.org
Social media companies have learned the hard way that poor moderation of content in
languages other than English can have grave consequences. Leaving harmful content up …
languages other than English can have grave consequences. Leaving harmful content up …
A Critical Reflection on the Use of Toxicity Detection Algorithms in Proactive Content Moderation Systems
Toxicity detection algorithms, originally designed with reactive content moderation in mind,
are increasingly being deployed into proactive end-user interventions to moderate content …
are increasingly being deployed into proactive end-user interventions to moderate content …
Multilingual content moderation: A case study on Reddit
Content moderation is the process of flagging content based on pre-defined platform rules.
There has been a growing need for AI moderators to safeguard users as well as protect the …
There has been a growing need for AI moderators to safeguard users as well as protect the …
[图书][B] An examination of the Algorithmic Accountability Act of 2019
M MacCarthy - 2020 - cdn.annenbergpublicpolicycenter …
The Algorithmic Accountability Act of 2019, sponsored by Senators Cory Booker (D-NJ) and
Ron Wyden (D-OR), with a House equivalent sponsored by Rep. Yvette Clarke (D-NY) …
Ron Wyden (D-OR), with a House equivalent sponsored by Rep. Yvette Clarke (D-NY) …
Beyond Trial-and-Error: Predicting User Abandonment After a Moderation Intervention
Current content moderation practices follow the\textit {trial-and-error} approach, meaning
that moderators apply sequences of interventions until they obtain the desired outcome …
that moderators apply sequences of interventions until they obtain the desired outcome …
Comparing the perceived legitimacy of content moderation processes: Contractors, algorithms, expert panels, and digital juries
CA Pan, S Yakhmi, TP Iyer, E Strasnick… - Proceedings of the …, 2022 - dl.acm.org
While research continues to investigate and improve the accuracy, fairness, and normative
appropriateness of content moderation processes on large social media platforms, even the …
appropriateness of content moderation processes on large social media platforms, even the …
Resolving content moderation dilemmas between free speech and harmful misinformation
A Kozyreva, SM Herzog… - Proceedings of the …, 2023 - National Acad Sciences
In online content moderation, two key values may come into conflict: protecting freedom of
expression and preventing harm. Robust rules based in part on how citizens think about …
expression and preventing harm. Robust rules based in part on how citizens think about …
[PDF][PDF] On algorithmic content moderation
This chapter provides an overview of the challenges involved in algorithmic content
moderation. Content moderation is the organized practice of screening user-generated …
moderation. Content moderation is the organized practice of screening user-generated …