AIBullisharXiv – CS AI · 14h ago7/10
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Thinking Before Constraining: A Unified Decoding Framework for Large Language Models
Researchers propose In-Writing, a hybrid decoding framework for LLMs that separates reasoning from formatting constraints. The approach allows models to perform free-form reasoning before applying structured output constraints, demonstrating accuracy improvements up to 27% over standard methods across classification and reasoning tasks.