Why it matters

Analogical prompting improves reasoning quality. Understanding shapes decomposition.

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The architecture

Prompt: 'give 3 analogous problems + solutions'.

Then solve target with analogies as context.

Analogical promptingGenerate analogiessimilar problemsSolutionsself-generatedSolve targetwith analogiesSelf-generated few-shot; no external example library needed
Analogical prompting.
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How it works end to end

Two-stage: generate + solve.

Analogies as few-shot.

No external library needed.