Set-level data entropy estimators show linear correlation with LLM memorization scores, forming the Entropy-Memorization Linearity.
Propile: Probing privacy leakage in large language models.Advances in Neural Information Processing Systems, 36:20750–20762, 2023
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Data Compressibility Quantifies LLM Memorization
Set-level data entropy estimators show linear correlation with LLM memorization scores, forming the Entropy-Memorization Linearity.