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Schema Key Wording as an Instruction Channel in Structured Generation under Constrained Decoding
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research finds schema key wording acts as an instruction channel in LLM structured generation, impacting performance beyond just structural constraints.
OneBench interpretation
Institutional assessment
So what
Optimizing schema wording for structured generation can improve LLM reliability and performance in critical enterprise workflows.
Do what
Your AI engineering teams should incorporate schema key wording optimization into prompt engineering best practices for structured data extraction and generation.