HateCheck: functional tests for hate speech detection models

Detecting online hate is a difficult task that even state-of-the-art models struggle with. Typically, hate speech detection models are evaluated by measuring their performance on held-out test data using metrics such as accuracy and F1 score. However, this approach makes it difficult to identify spe...

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Detalles Bibliográficos
Autores principales: Röttger, P, Vidgen, B, Dong, N, Waseem, Z, Margetts, H, Pierrehumbert, JB
Formato: Conference item
Lenguaje:English
Publicado: Association for Computational Linguistics 2021