"Through a detailed analysis of the collected responses, we find that all models struggle to incorporate new information into an existing answer."
"Our findings indicate that KIWI will be a valuable resource to measure progress and improve LLMs’ instruction-following capabilities for knowledge intensive writing tasks."
"GPT-4 cannot reliably evaluate responses for instructions in KIWI, which are often specific and precise."
How can the findings from this study be applied to improve current LLMs' instruction-following abilities in real-world applications beyond research questions
KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions
KIWI
How can the findings from this study be applied to improve current LLMs' instruction-following abilities in real-world applications beyond research questions
What potential challenges might arise when implementing the improvements suggested by this study in practical writing assistance tools
How can the struggles of LLMs in following precise instructions be addressed to enhance their performance in knowledge-intensive writing tasks