Parser States Already Know: Structure-Conditioned KV Persistence for Structured Generation

Linze Wu, Xinrui Chen

Structured generation underpins large language model (LLM) agents that produce JSON, SQL, and function calls, where a single wrong field can cause the downstream action to fail. Co…