few-shot-arithmetic-accuracy-correlates-how-often-specific-numbers CLM-0046
mechanismsingle paperReviewed by AI and Russ Miller

Few-shot arithmetic accuracy correlates with how often the specific numbers appear in pretraining data, evidence of memorization.

Capability: Digit-level arithmetic

Sources

Reviewed by AI and Russ MillerLast checked: 2026-09-03Evidence activityHow much the field cites the sources under this claimsteadily cited in the last 12 months15 in 12mo · 191 total — Impact of Pretraining Term Frequencies on Few-Shot Reasoning
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