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[D] What’s a hypothesis that you would really like to see tested, but never will get around to testing yourself, and hoping that someone else will get around to doing it?

My wishlist:

-I really want to see doc2vec but with contextualized vectors (Bert, Elmo, etc) instead of word2vec. I think it’ll be a slam dunk. I don’t think I’ll ever get around to testing this. If anyone wants to do it, i’ll be happy to give some guidance if it’s needed.

-I would really like to see word2vec or glove tested with a context limited to other words within the same sentence as the target word. Or, perhaps extend the context to any word in the same paragraph. I was sort of planning on doing this, but lost some motivation with the rise of contextualized vectors. I think it would give some great insight though.

submitted by /u/BatmantoshReturns
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.