2026
Knowledge Editing with Subspace-Aware Key-Value Mappings
ICLR 2026poster
Knowledge editing aims to efficiently correct factual errors in Language Models (LMs). The popular locate-then-edit approach modifies an MLP layer by finding an optimal mapping between its input vector (key) and output vector (value) that leads to the expression of the edited knowledge. However, exi…