Jiuyang Xiang

Quantifying and Analyzing Entity-Level Memorization in Large Language Models

Large language models (LLMs) have been proven capable of memorizing their training data, which can be extracted through specifically designed prompts. As the scale of datasets continues to grow, privacy risks arising from memorization have attracted increasing attention. Quantifying language model m…