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@@ -32,7 +32,7 @@ This allows for targeted diagnostic insights into model performance.
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  In our ACL paper, we found critical weaknesses in all commercial and academic hate speech detection model that we tested with HateCheck.
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  Please refer to the paper (linked below) for results and further discussion, as well as further information on the dataset and a full data statement.
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- - **Paper:** Röttger et al. (2021) - HateCheck: Functional Tests for Hate Speech Detection Model. https://aclanthology.org/2021.acl-long.4/
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  - **Repository:** https://github.com/paul-rottger/hatecheck-data
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  - **Point of Contact:** paul.rottger@oii.ox.ac.uk
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  In our ACL paper, we found critical weaknesses in all commercial and academic hate speech detection model that we tested with HateCheck.
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  Please refer to the paper (linked below) for results and further discussion, as well as further information on the dataset and a full data statement.
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+ - **Paper:** Röttger et al. (2021) - HateCheck: Functional Tests for Hate Speech Detection Model. https://aclanthology.org/2021.acl-long.4/ or https://arxiv.org/abs/2012.15606
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  - **Repository:** https://github.com/paul-rottger/hatecheck-data
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  - **Point of Contact:** paul.rottger@oii.ox.ac.uk
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