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Category: Neural Embeddings

Gensim Word2Vec Tutorial – Full Working Example

Gensim Word2Vec Tutorial – Full Working Example

The idea behind Word2Vec is pretty simple. We’re making an assumption that the meaning of a word can be inferred by the company it keeps. This is analogous to the saying, “show me your friends, and I’ll tell who you are”. If you have two words that have very similar neighbors (meaning: the context in which its used is about the same), then these words are probably quite similar in meaning or are at least related. For example, the words…

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