Factual Access States in Diffusion Language Models: From Mechanism to Knowledge Editing and Retrieval.

arXiv:2610.27580v1 Announce Type: cross Abstract: Factual recall is a lookup: some representation inside the network serves as the key, and what that key is made of decides which queries can retrieve the fact, what an edit must cover, and what a retriever can