Questions tagged [skip-gram]

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Is my interpretation of the mathematics of the CBOW and Skip-Gram models correct?

I am a mathematics student who is learning NLP, so I have paid a high amount of attention on the mathematics used in the subject, but my interpretations may or may not be right sometimes. Please ...
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18 votes
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What are the main differences between skip-gram and continuous bag of words?

The skip-gram and continuous bag of words (CBOW) are two different types of word2vec models. What are the main differences between them? What are the pros and cons of both methods?
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