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kirillkh
on Nov 1, 2017
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Language Models, Word2Vec, and Efficient Softmax A...
Ah, you're right, word2vec assigns one vector to each word, as opposed to one vector to each meaning. Then the problem remains: we can't differentiate between homonyms.
But it seems it's been solved, too:
https://github.com/sbos/AdaGram.jl
rpedela
on Nov 1, 2017
[–]
There is also sense2vec which I think tries to do something similar.
https://explosion.ai/blog/sense2vec-with-spacy
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But it seems it's been solved, too: https://github.com/sbos/AdaGram.jl