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Semantic Prefix Oracles for LLM Decoding: Contracts and Differential Validation
Constrained decoding can enforce regular or context-free output formats, but many program-generation failures are semantic: scope, typing, and declaration effects depend on context. We present semantic grammar specifications, a declarative formalism that attaches such constraints to a context-free s
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