Construct · 1 fields · 1 citations

dialect bias in toxicity detection: a standalone construct

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dialect bias intoxicity detection1 CONSTRUCTDialect bias in toxicitySAP · NATURAL LANGUAGE

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Natural language processing

toxicity classifiers' tendency to flag African American English as offensive more often, carrying annotation biases into moderation.

In natural language processing, dialect bias in toxicity detection refers to toxicity classifiers' tendency to flag African American English as offensive more often, carrying annotation biases into moderation. This meaning comes from Sap (2019) in Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics.[1]

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Nearby constructs

annotation1 fields · 2 citationsanchor · a standalone constructassociation4 fields · 4 citationsjingle · one word, four constructsbias6 fields · 8 citationsjingle · one name, six constructs

References

  1. Sap, M., Card, D., Gabriel, S., Choi, Y., & Smith, N. A. (2019). The Risk of Racial Bias in Hate Speech Detection. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. https://doi.org/10.18653/v1/p19-1163

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