AI RESEARCH
Not All That Is Fluent Is Factual: Investigating Hallucinations of Large Language Models in Academic Writing
arXiv CS.CL
•
ArXi:2605.04171v1 Announce Type: new Large Language models (LLMs) show extraordinary abilities, but they are still prone to hallucinations, especially when we use them for generating Academic content. We have investigated four popular LLMs, ChatGPT, Grok, Gemini, and Copilot for hallucinations specifically for academic writing. We have designed 80 prompts across four categories, namely, reference generation, factual explanation, abstract generation, and writing improvement.