FIDES: Faithful Inference via Deep Evidence Signals for Retrieval-Memory Conflict in RAG 事件

FIDES: Faithful Inference via Deep Evidence Signals for Retrieval-Memory Conflict in RAG arXiv:2606.05644v1 Announce Type: new Abstract: When retrieved evidence contradicts parametric memory, language models frequently ignore context and default to memorized priors -- a failure that undermines the core purpose of retrieval augmentation. Contrastive decoding amplifies the context-conditioned output to suppress parametric bias, but existing methods rest on an implicit assumption that this bias is