
The presence or absence of prompts used to generate text significantly impacts the accuracy of likelihood-based zero-shot detectors, with white-box detection (using prompts) demonstrating a substantial increase in AUC compared to black-box detection (without prompts).


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the-significant-impact-of-prompts-on-the-accuracy-of-zero-shot-detectors-for-ai-generated-text


The Significant Impact of Prompts on the Accuracy of Zero-Shot Detectors for AI-Generated Text
