GRATH: Gradual Self-Truthifying for Large Language Models. (arXiv:2401.12292v1 [cs.CL])

Truthfulness is paramount for large language models (LLMs) as they are increasingly deployed in real-world applications. However, existing LLMs still struggle with generating truthful answers and content, as evidenced by their modest performance on b...