Computer scienceData scienceNLPLanguage representationEmbeddings

Word2Vec

Word2Vec Statements

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The dot product provides us with ready-to-use probabilities of word co-occurrence.

Word vectors are initialized with random values.

Every word from the vocabulary gets only one representation (regardless of the surrounding context).

To measure the precision of a model's prediction, we apply an objective function.

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