LOKI: Memory-Free Null-Space Constrained Lifelong Knowledge Editing

Masih Eskandar, Miquel Sirera Perelló, Stratis Ioannidis +1

Lifelong knowledge editing aims to efficiently and sequentially update language models over time, as new knowledge becomes available or when the model makes mistakes, while preserv…