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[D] word2vec and context

In my company we do not train word2vec (or Glove or fastext) for each context separately (i.e. we use the same algorithm for movie reviews and for food reviews). as i think meaning changes based on context (go read the book is a good sentiment for a book review but bad one for movie review), I was wondering do you train your embedding algorithm for each context or not.

thanks!

submitted by /u/odna_adops
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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.