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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Chao Zhang

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Sep 2026

Research on Structured Output of Large Language Models Based on Dual-Dimensional Testing

The results show that JSON, although widely used in practice, is not always the most efficient structured output format, and output formats and constraint methods should be selected according to task shape, latency budget, model capability, and tolerance for downstream repair.

Chao Zhang · 0 citations

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