CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era — mentioned by tkgally

Wed, 12 Aug 2026 13:20:36 GMT

I didn’t ask it not to hallucinate. I had it prompt other LLMs to do web searches to confirm whether the citations, references, and other information that it had initially produced were correct. I certainly don’t claim that this technique was original. There have been many reports of people using similar methods: “CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era” https://arxiv.org/abs/2602.23452v3 “CiteLLM: An Agentic Platform for Trustworthy Scientific Reference Discovery” https://arxiv.org/abs/2602.23075v1 “Source or It Didn’t…

Paper and discussion history. A mention is not an endorsement.

CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era · HackerPapers discussions

CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era — mentioned by tkgally