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It's easy to have hyperonymy in WordNet, e.g. to know that "tea" is a case of "beverage". Is it possible to use word2Vec in this way?

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    $\begingroup$ Great question and I'm interested in the answer too! I hope you get some good replies here $\endgroup$ Commented Dec 12, 2018 at 18:42

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A paper entitled "Dependency-Based Word Embeddings" found that word embeddings that defined context using dependency-based parsing generated cohyponyms. For example, "florida" was embedding near "texas", "louisiana", "georgia", "california", and "carolina".

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  • $\begingroup$ But that's kind of like synonym. It fact, it's easy to cluster words in word2vec. I wonder if, it's possible to get the word for that cluster. For example, it should be "state" for "texas", "georgia". $\endgroup$ Commented Dec 12, 2018 at 22:05

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