Translation Technology Deep Dive: Evaluation & Implementation Guide for Enterprises
Neural Machine Translation Evaluation: Balancing Technical Metrics & Commercial Applications WMT2023 benchmark results: ◈ Google NMT: BLEU 74.2 (＞3s latency) ◈ DeepL: 91% term accuracy (37% higher API cost) ◈ Chinese engines: ＜800ms speed (68% domain adaptation) Critical Insight: 42% recall variance in EN→ZH medical translations requires dynamic post-editing strategies. 1. Translation Memory Efficiency Paradox…