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ID: falsepositiverates
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Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection
AbstractCounterfactually Augmented Data (CAD) aims to improve out-of-domain generalizability, an indicator of model robustness. The improvement is credited to promoting core features of the construct over spurious artifacts that happen …...