No-Worse Context-Aware Decoding: Preventing Neutral Regression in Context-Conditioned Generation
arXiv:2604.16686v1 Announce Type: new
Abstract: Large language models (LLMs) can answer questions and summarize documents when conditioned on external contexts (e.g., retrieved evidence), yet context use remains unreliable: models may overwrite an alr…