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Bag-Of-Words Model - What is bag-of-words model theory?
Answer
One elementary approach to mathematically representing words in NLP is the Bag of Words model theory. This method of embedding documents uses word frequency as its foundation. The model doesn't see the text as a sequence but as a "bag" of words.