Mitigating Negative Interference in Multilingual Sequential Knowledge Editing through Null-Space Constraints

Wei Sun, Tingyu Qu, Mingxiao Li +2

Efficiently updating multilingual knowledge in large language models (LLMs), while preserving consistent factual representations across languages, remains a long-standing and unres…