Mathematical Transfer in LLMs Follows Reasoning Approach More Than Topic

When selecting mathematical training data for LLMs, a natural organizing principle is topic: probability examples for probability targets. An alternative is reasoning approach: worked solutions that share a solution method with the target, even when the mathematical domain…

Sajad Goudarzi, Samaneh Zamanifard, Seyed Amin Seyed Haeri, Moloud Nasiri, Hamed Rahimian·arXiv — cs.AI

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01.When selecting mathematical training data for LLMs, a natural organizing principle is topic: probability examples for probability targets
02.An alternative is reasoning approach: worked solutions that share a solution method with the target, even when the mathematical domain…

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