… of content moderation and introduce a simple yet effective threshold optimization method that
… (2) We propose an efficient threshold optimization method to make moderation decisions …

… Despite the potential promise of algorithms or ‘AI’, we show that even ‘well optimized’
moderation systems could exacerbate, rather than relieve, many existing problems with …

… To this end, we study and analyze fourteen most popular social media content moderation
… about moderation strategies. We identify the differences between the content moderation …

… content moderation is not achievable in such volume. Automating content moderation is a
… In this research work, we propose an automatic content moderation pipeline based on deep …

… policies in existing content moderation practice [MSA… 22] that operate based on two thresholds:
a post j is rejected (resp… Since optimizing the original problem is computational infeasible, …

… content has rendered content moderation technologies essential in order to protect digital
platform audiences from content … examples that can refine content moderation models, while …

… to optimize the outcome by focusing on applying moderation … and online content sites employ
some form of content moderation … level is lower than a certain threshold. Human curators or …

… 6The threshold was determined based on the distribution of user… 7While we can threshold
the edges of a graph using a … responses to a specific content moderation policy change on …

… Since the dataset has been used as the standard benchmark dataset for content moderation
tasks… threshold values, we plot the model accuracy vs. threshold curve as shown in Figure 4. …

… Using the case of AI systems of content moderation, we highlight the strengths and … society
as a whole, like AI systems of content moderation, cannot be pursued by mechanisms of self-…