This article provides a comprehensive guide on : from extracting clean text from PDFs to running BLEU evaluations that yield meaningful, reliable results. Whether you are benchmarking a new translation model or auditing a human translation agency, understanding this workflow is critical.

He highlighted the handwritten text in the PDF. He didn't run the translation engine. Instead, he opened the metadata of the report. In the comments field, usually reserved for error codes, he typed a translation.