White Paper is to provide a gentle reminder on the need for switching to vector based representation of words in NLP algorithms(on text data),in order to improve performance. We delve into the need for a vector based representation of words in our corpus, by identifying the limits of classical representation of words, like TF-IDF score, count-based score etc.


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