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Tag: skipgram

What is negative sampling when training the skip-gram model ?

Posted on February 17, 2019April 4, 2019 by MLNerds

Recap: Skip-Gram model tries to represent each word in a large text as a lower dimensional vector in a space of K dimensions such that similar words are closer to each other. This is achieved by training a feed-forward network where we try to predict the context words given a specific word, i.e.,     …

CategoriesDeep Learning, Machine Learning, Natural Language Processing
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