How Words Are Represented in Neural Machine Translation | Tokenization, EOS, Padding Explained
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How Words Are Represented in Neural Machine Translation | Tokenization, EOS, Padding Explained
Understanding how words are represented in Neural Machine Translation (NMT) is one of the most important foundations in NLP. In this video, you’ll learn: How NMT datasets look What one-hot vectors and pretrained embeddings are How tokenization works Word-to-index and index-to-word mappings EOS (End of Sequence) and PAD tokens Why padding is ...
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