2026
Do LLMs Forget What They Should? Evaluating In-Context Forgetting in Large Language Models
ICLR 2026poster
Large Language Models (LLMs) have been extensively studied for their memory ability, yet the capacity to selectively forget during inference remains underexplored. We introduce ICF-Bench, a comprehensive benchmark for evaluating In-Context Forgetting (ICF). We define ICF as the ability of LLMs to se…