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@jemoka / Jemoka Knowledge Base / wiki/concepts/harms_in_classification.md
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--- title: "Harms in Classification" type: concept source: https://www.jemoka.com/posts/kbhharms_in_classification/ confidence: high status: active --- Representational Harms System’s representation demeans a social group because it learns about built-in biaes of data Harms of Censorship Speech that mention minority group gets sensored because they mention minority groups. Performance Disparities For instance, works worse on AAVE. Lack of data, labels, etc.