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The Imitation Game: When LLMs Learn to Reason Like Programs via Code-Centric Reasoning Data Synthesis

arXiv cs.CL · 11h ago Cached

MIMIC is a framework that uses executable code to synthesize reasoning trajectories for LLMs, enhancing their deterministic reasoning through code-instrumented rewards and achieving improved performance on reasoning benchmarks.

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