ModelRefs / Machine Translation — AI Glossary
Machine Translation — AI Glossary
Automatic translation of text between languages using neural machine translation models. Evaluated by BLEU, chrF, COMET.
Overview
Neural MT (Transformer-based: MarianMT, NLLB-200, DeepL, Google Translate) dominates translation. LLMs excel at literary and domain-specific translation where context is critical. Evaluated by BLEU, chrF, COMET. FLORES-200 is the standard multilingual MT benchmark. GPT-4o and Claude 3 approach professional-quality translation for major language pairs.
Reference details
| Topic | applications |
|---|---|
| Also known as | MT, neural machine translation, NMT |
| Last reviewed | 2026-06-24 |
Related terms
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Frequently asked questions
What is Machine Translation?
Automatic translation of text between languages using neural machine translation models.
Is Machine Translation the same as MT?
Yes — MT, neural machine translation, NMT are common aliases for Machine Translation.
What concepts are related to Machine Translation?
Closely related concepts include bleu, multilingual, text classification.