Preprint Open access
Improving Atomic-Fact Recall via Focused Views in Unstructured Knowledge Editing
Large language models (LLMs) increasingly serve as general-purpose interfaces to factual knowledge, but their parameters do not automatically reflect information that changes after pretraining. Knowledge editing (KE) provides a targeted alternative to costly retraining by modifying selected knowledge and preserving unr …