The Magic of Word Vectors

In a nutshell, word vectors represent semantic meanings of natural language words, encoded in numbers. This looks a bit different from traditional representations of words, but this is what makes human language understandable to machines. Visually, a vector space of words can be imagined as a cloud in which words with similar meanings are located nearby. It is important to…