CiteCheck: Retrieval-Grounded Detection of LLM Citation Hallucinations in Scientific Text.

arXiv:2605.27700v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly used to generate scientific reports, but they can produce references that appear plausible while containing corrupted metadata or pointing to papers that do