The Bag of Words (BoW) Model
The Bag of Words (BoW) Model
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The Bag of Words (BoW) model simplifies text representation but at the cost of losing word order and context. How can enhancements like TF-IDF or n-gram models address these limitations? Discuss the balance between model simplicity and semantic richness.