machine translation
Software-powered language conversion
Machine translation is the use of software to convert text from one language to another automatically, without human intervention.
The technology ranges from simple word-by-word substitution to sophisticated neural networks that capture idiom and context.
Google Translate is the most widely used machine translation service.
The results have improved dramatically but still struggle with nuance, humor, and literary style.
- rule-basedFollowing set guidelines
- localizationAdapting for specific markets
- subtitlingAdding translated screen text
- syntaxRules for arranging words
- algorithmsFinite instruction sequences
embeddings · bilingual dictionaries · training data · morphology · tokenization · neural networks · semantics · neural · statistical · interpretation · target language · deep learning · lexicon · hybrid · equivalence · output · automatic · pragmatics
- languagelanguage, word, words, grammar, spelling
- AIAI, deep learning, algorithm, chatbot, neural networks
- language toolsdictionary, thesaurus, grammar books, spellchecker, spell checker
- translationinterpreting, interpreter, translators, interpreters, localization
- translation toolsdictionary, bilingual dictionary, phrasebook, interpreter, Babel Fish
- Language Technologynatural language processing, NLP, speech recognition, text-to-speech, speech-to-text
machine, translate, machinery, mechanism, translation, automation, translated, translator, translating