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Closing Cost-Quality Gap in Document VLMs: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
A deployed Mixture-of-Experts VLM document processing system reduces serving costs below human annotation thresholds for regulated workflows.