Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints
Efficiently updating multilingual knowledge in large language models (LLMs) without disrupting coherent factual representations across languages remains a significant challenge. While deploying separate editing systems for each language might seem viable, this approach incurs substantial costs due t…