Beyond Self-Knowledge: Propagating Uncertainty Across Reasoning and Retrieval in LLMs

Chandan Kumar Sah, Li Zhang, Xiaoli Lian

Retrieval-augmented generation improves knowledge-intensive question answering, but indiscriminate retrieval can introduce irrelevant evidence and unnecessary computation. We inves…