LLMs may hallucinate non-factual stmts when QA-ing. So why not ask them to reference facts from the input while answering questions? It works! 🌟 Highlighted Chain of Thought prompting (HoT) enables LLMs to highlight facts in the input & then write a fact-grounded answer. 1/n https://t.co/DjwgD6OwC3

LLMs may hallucinate non-factual stmts when QA-ing. So why not ask them to reference facts from the input while answering questions? It works! 🌟 Highlighted Chain of Thought prompting (HoT) enables LLMs to highlight facts in the input & then write a fact-grounded answer. 1/n