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ReflecTrain: LLMs Learn to Reason During Pre-Training, Boost Math Skills & Robustness

  • Paper explores "reflection" during LLM pre-training rather than just inference
  • Introduces ReflecTrain: an approach that learns to reason during pre-training
  • Shows improvements on reasoning tasks without compromising general capabilities
  • Demonstrates better adversarial robustness on mathematical reasoning

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