Questions tagged [cbow]

For questions related to the continuous bag-of-words (CBOW) model, which is a specific type of word2vec model.

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What is the meaning of "continuous" in a continuous bag-of-words model?

The word continuous in mathematics is a property of either a set or a function that says that the underlying object has no discontinuity in the range mentioned. If the object is a set, then $[-1,1]$ ...
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1 vote
1 answer
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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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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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