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Majority Vote Silences Minority Values: Annotator Disagreement at the Hate/Offensive Boundary in HateXplain

arXiv cs.CL · 4d ago Cached

This paper finds that 42.6% of annotator disagreement in HateXplain concentrates at the hate/offensive boundary, demonstrating that majority vote silences minority values and leads to models being wrong but highly confident on contested inputs.

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