Linear Digressions
Linear Digressions
Ben Jaffe and Katie Malone
Re-release: Word2Vec
17 minutes Posted Dec 30, 2018 at 5:56 pm.
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Bringing you another old classic this week, as we gear up for 2019! See you next week with new content.
Word2Vec is probably the go-to algorithm for vectorizing text data these days.  Which makes sense, because it is wicked cool.  Word2Vec has it all: neural networks, skip-grams and bag-of-words implementations, a multiclass classifier that gets swapped out for a binary classifier, made-up dummy words, and a model that isn't actually used to predict anything (usually).  And all that's before we get to the part about how Word2Vec allows you to do algebra with text.  Seriously, this stuff is cool.