TruncProof lets LLMs generate syntactically valid JSON within strict token limits by approximating completion token counts via LL(1) parser lookahead.
Efficient Selectivity and Backup Operators in Monte-Carlo Tree Search,
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TruncProof: A Guardrail for LLM-based JSON Generation under Token-Length Constraints
TruncProof lets LLMs generate syntactically valid JSON within strict token limits by approximating completion token counts via LL(1) parser lookahead.