IAO, a structured Input-Action-Output prompt template, modestly improves zero-shot LLM accuracy on several reasoning benchmarks and is preferred by human raters for spotting reasoning errors.
The last letters ”e”, ”y”, ”e”, ”e”Concatenate the letters ”e”, ”y”, ”e”, ”e”in the order they were obtained.The concatenated result is”eyee”
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IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates
IAO, a structured Input-Action-Output prompt template, modestly improves zero-shot LLM accuracy on several reasoning benchmarks and is preferred by human raters for spotting reasoning errors.