tok2vec vs word2vec #8690
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Sorry if my question is too obvious but I can't find any information about tok2vec and how it's related to word2vec. Is there is any description of this model somewhere ? |
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See the architecture overview. tok2vec is not directly related to word2vec - xxx2vec is a common naming scheme for models or systems since word2vec, even if they don't have much in common architecturally. tok2vec isn't exactly a single model either, it's just the name of the layer in spaCy that converts tokens into vectors. The default models are described on the architecture overview page. |
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See the architecture overview.
tok2vec is not directly related to word2vec - xxx2vec is a common naming scheme for models or systems since word2vec, even if they don't have much in common architecturally. tok2vec isn't exactly a single model either, it's just the name of the layer in spaCy that converts tokens into vectors. The default models are described on the architecture overview page.