Really appreciate you explaining this idea, I want to try this! It wasn't clear to me until I read the discussion that you meant that you'd have similarity of entire documents, not among words.
Yes! And that’s an oversight on my part — word embeddings are interesting but I usually deal with documents when doing nlp work and only deal with word embeddings when thinking about how to combine them into a document embedding.
Give it a shot! I’d grab a corpus like https://scikit-learn.org/stable/datasets/real_world.html#the... to play with and see what you get. It’s not going to be amazing, but it’s a great way to build some baseline intuition for nlp work with text that you can do on a laptop.
Give it a shot! I’d grab a corpus like https://scikit-learn.org/stable/datasets/real_world.html#the... to play with and see what you get. It’s not going to be amazing, but it’s a great way to build some baseline intuition for nlp work with text that you can do on a laptop.