Revisiting Non-Verbatim Memorization in Large Language Models: The Role of Entity Surface Forms

Yuto Nishida, Naoki Shikoda, Yosuke Kishinami +4

Understanding what kinds of factual knowledge large language models (LLMs) memorize is essential for evaluating their reliability and limitations. Entity-based QA is a common frame…