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Samaneh Zamanifard

4 papers hereh-index 8619 citations17 works total

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author position
  • first author1
  • middle author2
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CV1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

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2 papers · 1 filter

cs.AI2026

Mathematical Transfer in LLMs Follows Reasoning Approach More Than Topic

Sajad Goudarzi, Samaneh Zamanifard, Seyed Amin Seyed Haeri +2

When selecting mathematical training data for LLMs, a natural organizing principle is topic: probability examples for probability targets. An alternative is reasoning approach: wor…

cs.AI2026

Math Reasoning in LLMs is Organized by Approach, Not Topic

Sajad Goudarzi, Samaneh Zamanifard, Moloud Nasiri +1

Mathematical reasoning benchmarks are typically organized by topic, but language models may organize their internal computation by reusable reasoning approach instead. In this pape…

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