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Word2vec doesn't really address multiple meanings (polysemy). There has been some progress on this though. Sebastian Ruder has been tracking the state-of-the-art in this here: [1].

[1] https://nlpprogress.com/english/word_sense_disambiguation.ht...

Edit: formatting




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