Stop Using word2vec | Stitch Fix Technology – Multithreaded
https://multithreaded.stitchfix.com/blog/2017/10/18/stop-using-word2vec/TLDR: Latent Semantic Indexing (LSI/SVD applied to a tf-idf matrix) is just fine and dandy for many machine learning problems. There's not always a need to bring out a word vector neural network approach when something simpler will do.
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