Easily Access Pre-trained Word Embeddings with Gensim

What are pre-trained embeddings and why?

Pre-trained word embeddings are vector representation of words trained on a large dataset. With pre-trained embeddings, you will essentially be using the weights and vocabulary from the end result of the training process done by….someone else! (It could also be you)

One benefit of using pre-trained embeddings is that you can hit the ground running without the need for finding a large text corpora which you will have to preprocess and train with the appropriate settings.

 

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