Systematic QA Evaluation for OCR and Translation

Summary

This framework provides systematic quality evaluation for OCR and translation outputs across diverse scripts and languages. It calculates metrics such as MCR, CER, BLEU, and detects embedding-space hallucinations to provide corpus readiness scores.