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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書目詳細資料
Main Authors: Röttger, P, Vidgen, B, Dong, N, Waseem, Z, Margetts, H, Pierrehumbert, JB
格式: Conference item
語言:English
出版: Association for Computational Linguistics 2021