AGOPS automatically evolves task-specific prompt guidelines from reference answers and reports recovering 15.5–81.7% of the performance lost to underspecified prompts.
Prompt engineering 101 prompt engineering guidelines from a linguistic perspective
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Automatically Evolving Prompt Guidelines for Task-Specific Optimization
AGOPS automatically evolves task-specific prompt guidelines from reference answers and reports recovering 15.5–81.7% of the performance lost to underspecified prompts.