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by thesz 2294 days ago
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.