Unstructured Knowledge Editing suffers from context reliance
October 1, 2026
Research shows that unstructured knowledge editing (UKE) causes LLMs to fail at recalling individual facts without the original editing passage, a failure mode termed context reliance.
HOW THIS AFFECTS YOU
●
researcherYou should account for context-induced difficulty when evaluating knowledge editing effectiveness.