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Follow-up question based on your semantic algebra idea. If you can start with an embedding and generate semantically similar text, does that mean that "length of text" is also one of the properties that embeddings capture?


I'm 95% sure that it does not, at least as far as the the essence of any arbitrary concept does or doesn't relate to the "length of text". Theoretically you should just as easily be able to add or subtract embeddings from a book as a tweet, though of course the former would require more computation than the latter.




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