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Fairness, Bias, and Research Governance / Fairness, Bias, and Cultural Adaptation in Online Content Moderation

Can non-AI, non-ML methods improve visual dataset analysis efficiency and reduce bias?

helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation

Can non-AI, non-ML methods improve visual dataset analysis efficiency and reduce bias?

CSCW '24Working with Color: How Color Quantization Can Aid Researchers of Problematic Information

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helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation

Does Facebook content moderation exhibit systematic bias against Arabic content related to the Israel-Palestine conflict?

CHI '25Who should set the Standards? Analysing Censored Arabic Content on Facebook during the Palestine-Israel Conflict

helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation

How do people from different cultural backgrounds interpret Facebook community standards, and how does this affect moderation fairness?

CHI '25Who should set the Standards? Analysing Censored Arabic Content on Facebook during the Palestine-Israel Conflict

helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation

What specific types of misjudgments or contradictions does Facebook's algorithm cause when moderating Arabic content?

CHI '25Who should set the Standards? Analysing Censored Arabic Content on Facebook during the Palestine-Israel Conflict

helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation

What functional deficiencies do commercial content moderation APIs have in handling hate speech?

CHI '25Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations

helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation

Do these APIs show bias when moderating content across target groups and language varieties?

CHI '25Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations

helpResearch questionFairness, Bias, and Cultural Adaptation in Online Content Moderation

How can a reproducible framework be designed to audit black-box NLP models for performance and fairness?

CHI '25Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations

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Who should set the Standards? Analysing Censored Arabic Content on Facebook during the Palestine-Israel Conflict

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Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations

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