automated translation
Computer-converted language text
Automated translation is the conversion of text or speech from one language to another by computer software rather than human translators.
Also called machine translation.
Early systems used rule-based approaches; modern ones rely on neural networks trained on vast multilingual datasets.
Quality varies widely—adequate for grasping meaning, often inadequate for nuance: I ran the article through automated translation to get the gist.
- natural language processingComputational analysis of speech
- machine learningAlgorithms that improve from data
- statistical modelsMathematical representations of data patterns
- idiomatic expressionsPhrases with non-literal meanings
- word for wordExactly as spoken
source language · target language · neural networks · deep learning · training data · tokenization · privacy concerns · language barrier · foreign language · subtitling · text to speech · semantic analysis · e-learning platforms · interpreter
- translation technologyBabel Fish, post-editing, source language, target language, parallel text
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