Word Embedding/Word Vector/Word Representation in NLP

This is a post that summarizes the fundamental approaches to representing a word in NLP.  I found that it’ll make me better understand a concept if I write it down and make some reviewing on it.

Basically, this post tries to answer the question: how to represent a word in a sentence for various applications of NLP?

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