Kuluru Vineeth

Metric Blindness in Document Information Extraction

Vision-language models now beat traditional OCR on the metrics used to rankdocument extraction systems. They also introduce a failure those metrics cannotregister: fluent substitution of exactly the values that matter — a tax ID withone digit changed, a subtotal that no longer re...

Metric Blindness in Document Information Extraction

Vision-language models now beat traditional OCR on the metrics used to rankdocument extraction systems. They also introduce a failure those metrics cannotregister: fluent substitution of exactly the values that matter — a tax ID withone digit changed, a subtotal that no longer re...