Quantifying and Analyzing Entity-level Memorization in Large Language Models

Zhenhong Zhou, Jiuyang Xiang, Chaomeng Chen +1

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 cont…