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Word Analogy Task
Word vectors can be applied to word analogy tasks. A word analogy completion task is defined by the relationship , meaning " is to as is to ". Given the first three words , , and , the objective is to find the missing word . If we denote the numerical representation of a word as , we can complete the analogy by evaluating the vector arithmetic and finding the word in the vocabulary whose vector is most similar to this result.
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Updated 2026-05-25
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