Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge

Juraj Vladika, Ihsan Soydemir, Florian Matthes

While large language models (LLMs) have shown remarkable capabilities to generate coherent text, they suffer from the issue of hallucinations -- factually inaccurate statements. Am…