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

arXiv:2607.26455v2 Announce Type: replace-cross Abstract: Large language models (LLMs) have demonstrated strong capabilities in knowledge acquisition and reasoning, yet their ability to retain previously acquired knowledge under repeated updates remains insuff