Bag of Words Approach in Nlp Uses Which Task

The reason for its name Bag-Of-Words is due to the fact that it represents the sentence as a bag of terms. It doesnt take into account the order and the structure of the words but it only checks if the words appear in the document.

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Naturally bag-of-words is a private case of this method for n1.

. Bag-of-n-grams To gain back some of the word order information lost by the bag-of-words approach the frequency of short word sequences of length two three etc can be used additionally or instead to construct word vectors.

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