15.7. Word Similarity and Analogy — Dive into Deep Learning 1.0.0-beta0 documentation thumbnail
15.7. Word Similarity and Analogy — Dive into Deep Learning 1.0.0-beta0 documentation
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Specifically, the word analogy completion task can be defined as: for a word analogy � : � :: � : � , given the first three words � , � and � , find � . Denote the vector of word � by vec ( � ) . To complete the analogy, we will find the word whose vector is most similar to the result of v
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  • Specifically, the word analogy completion task can be defined as: for a word analogy � : � :: � : � , given the first three words � , � and � , find � . Denote the vector of word � by vec ( � ) . To complete the analogy, we will find the word whose vector is most similar to the result of vec ( � ) + vec ( � ) − vec ( � ) .

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