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[D] Spacy word vectors of dissimilar words match exactly

I found that the word vectors loaded from en_core_web_md in spacy have some odd behavior. For instance, the words flamingo, penguin and igloo have precisely the same vectors (with nonzero values). I can’t find much on Google. Has anyone encountered this before?

submitted by /u/nivter
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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.