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· 2026 · arXiv 4904.37925

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cs.CL 1

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2026 1

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CONDITIONAL 1

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Pre-Inference Routing for Cost-Efficient Document Field Extraction

cs.CL · 2026-08-06 · conditional · novelty 6.0

Pre-inference routing saves cost only when many documents are hard for the cheap model and those hard cases are visible in document features; a pilot test identifies such genres, with 31-77% savings where both hold.

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  • Pre-Inference Routing for Cost-Efficient Document Field Extraction cs.CL · 2026-08-06 · conditional · none · ref 6

    Pre-inference routing saves cost only when many documents are hard for the cheap model and those hard cases are visible in document features; a pilot test identifies such genres, with 31-77% savings where both hold.