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Re:Smart Algorithms beat Hardware Acceleration for Large-Sca... by thesz on Friday March 06, 2020 @08:40AM (#22503427)
No, you can successfully fit complex models if you use byte-pair or similar encodings (morphessor [1] comes to mind).

[1] https://morfessor.readthedocs.io/en/latest/

You also will get much more meaningful embeddings from summing embeddings of part of the word.

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