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PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models

  • Researchers have introduced PromptCoT, a method for automatically generating high-quality Olympiad-level math problems.
  • PromptCoT synthesizes complex problems based on mathematical concepts and the rationale behind problem construction.
  • The method outperforms existing problem generation methods on standard benchmarks and exhibits superior data scalability.
  • The implementation of PromptCoT is available at https://github.com/zhaoxlpku/PromptCoT.

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