Not All That Is Fluent Is Factual: Investigating Hallucinations of Large Language Models in Academic Writing

This study investigates hallucinations in Large Language Models (ChatGPT, Grok, Gemini, Copilot) when generating academic content, using 80 prompts across four categories. A novel weighted metric, the Hallucination Index (HI), was introduced to measure factual accuracy and reference validity.