Ian D Kivlichan

schoolGooglebar_chart#9447 Global Rank

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#9447

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Is Your Toxicity My Toxicity? Exploring the Impact of Rater Identity on Toxicity Annotation

Machine learning models are commonly used to detect toxicity in online conversations. These models are trained on datasets annotated by human raters. We explore how raters' self-described identities impact how they annotate toxicity in online comments. We first define the concept of Specialized rater pools: rater pool…

CSCW '222nd AuthorData, Bias and Fairness

Is Your Toxicity My Toxicity? Exploring the Impact of Rater Identity on Toxicity Annotation

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