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Whether you are running Optical Character Recognition (OCR) on a scanned historical document, using a Large Language Model (LLM) to summarize a contract, or translating a French PDF into English, you need a ruler to measure success. Enter (Bilingual Evaluation Understudy).

While BLEU was originally designed for machine translation, it has become the de facto standard for evaluating any text generated from PDFs against a "ground truth" (perfect human-generated text). bleu pdf

Your OCR software extracted: "The quick brown fox jumps over the dog." Whether you are running Optical Character Recognition (OCR)

In the world of Natural Language Processing (NLP), the golden question is always: "How good is this generated text?" bleu pdf