ResearchBenchmarksMachine Translation on SAP software-documentation (structured documents) Zh→En (test)Follow56.41Content BLEUSFT48.516450.565752.61554.6643Dec 4, 2025Evaluation ResultsMethodMethodLinksContent BLEUContent COMETXML Validity (%)XML Match ScoreXML BLEUStructural AUCAverage ScoreSFTMethod=Supervised Fine...Method=Supervised Fine-Tuning2025.1256.4185.3494.7483.6827.5871.6669.9FORMATRLMethod=Format Reinforc...Method=Format Reinforcement Learning2025.1256.2885.2595.2686.8429.1472.8470.94PromptMethod=PromptingMethod=Prompting2025.1248.8285.2593.1682.1126.3471.3967.84