Xiangyu Jiang

CiteGuard: Conformal False-Discovery Control for Faithful Retrieval-Augmented Generation

Large language models increasingly rely on retrieval-augmented generation (RAG) to ground responses in external corpora. Yet, even with strong retrievers, generated statements can remain unsupported, and the resulting citations are often not reliable indicators of evidence. We introduce CiteGuard, a…