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Decoupling Task-Solving and Output Formatting in LLM Generation

arXiv cs.CL · 2026-07-13 Cached

Introduces Deco-G, a decoding framework that separates format adherence from problem-solving in LLMs, using a Format Estimation Module to ensure compliance without degrading reasoning. Achieves improved accuracy on mathematical reasoning, event extraction, and LLM-as-a-judge tasks.

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