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TOXIGEN ALarge-Scale Machine-Generated Dataset For Adversarial by xxae12j3 is a document available to read on EtoBox.

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The document introduces T OXI G EN, a large-scale machine-generated dataset designed for detecting adversarial and implicit hate speech, consisting of 274,186 toxic and benign statements about 13 minority groups. It employs a demonstration-based prompting framework and an adversarial classifier-in-the-loop method to generate subtly toxic text, addressing biases in existing toxicity detection systems. Human evaluations indicate that the dataset significantly improves the performance of toxicity classifiers o

Author
xxae12j3
Language
EN

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