NLP & Language · intermediate · concept 85 of 176
Machine Translation
Automatically translating text between languages. Evolved from rule-based → statistical → neural (seq2seq) → Transformer-based. Google Translate and DeepL use Transformer architectures.
Key terms
Seq2seqBLEU scoreEncoder-decoderParallel corpus
Learn these first
Videos
▶ Stanford Seminar: Google's Multilingual Neural Machine Translation System ↗
Stanford Online · YouTube
Guides and articles
Courses, papers, and more