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

Ruxi Gu, Zhenliang Zhang, Wei Wang

The paper introduces ForgetBench, a benchmark for measuring how large language models retain or forget factual and relational knowledge when they are continuously edited over time.