The Role of Prompting and External Tools in Hallucination Rates of LLMs
First page
Paper summary
tests different prompting strategies and frameworks aimed at reducing hallucinations in LLMs; finds that simpler prompting techniques outperform more complex methods; it reports that LLM agents exhibit higher hallucination rates due to the added complexity of tool usage.