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20232026
most citedToxic Bias: Perspective API Misreads German as More Toxic

7 citations · 8 across the 12 of their papers we have counts for

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6 papers · 1 filter

cs.SI2026

When Transparency Falls Short: Auditing Platform Moderation During a High-Stakes Election

Benedetta Tessa, Gautam Kishore Shahi, Amaury Trujillo +1

During major political events, social media platforms encounter increased systemic risks. However, it is still unclear if and how they adjust their moderation practices in response…

cs.SI2026

The Big Ban Theory: A Pre- and Post-Intervention Dataset of Online Content Moderation Actions

Aldo Cerulli, Lorenzo Cima, Benedetta Tessa +2

Online platforms rely on moderation interventions to curb harmful behavior such as hate speech, toxicity, and the spread of mis- and disinformation. Yet research on the effects and…

cs.SI2024

Misinformation and Polarization around COVID-19 vaccines in France, Germany, and Italy

Gianluca Nogara, Francesco Pierri, Stefano Cresci +2

The kick-off of vaccination campaigns in Europe, starting in late December 2020, has been followed by the online spread of controversies and conspiracies surrounding vaccine validi…

cs.SI2023★ 7 cited

Toxic Bias: Perspective API Misreads German as More Toxic

Gianluca Nogara, Francesco Pierri, Stefano Cresci +3

Proprietary public APIs play a crucial and growing role as research tools among social scientists. Among such APIs, Google's machine learning-based Perspective API is extensively u…

cs.SI2023

Dynamics of toxic behavior in the Covid-19 vaccination debate

Azza Bouleimen, Nicolò Pagan, Stefano Cresci +2

In this paper, we study the behavior of users on Online Social Networks in the context of Covid-19 vaccines in Italy. We identify two main polarized communities: Provax and Novax.…

cs.SI2023

User's Reaction Patterns in Online Social Network Communities

Azza Bouleimen, Nicolò Pagan, Stefano Cresci +3

Several one-fits-all intervention policies were introduced by the Online Social Networks (OSNs) platforms to mitigate potential harms. Nevertheless, some studies showed the limited…