ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models

Ruxi Gu, Zhenliang Zhang, Wei Wang +1

Large language models (LLMs) have demonstrated strong capabilities in knowledge acquisition and reasoning, yet their ability to retain previously acquired knowledge under repeated…