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Word Vector Analogies

In embedding space, words are arrows, and analogies are arithmetic: king โˆ’ man + woman โ‰ˆ queen. Solve six analogies, then watch the vectors line up on the plot.

๐Ÿงฉ Intermediate ~2 min Concept: Embeddings
Analogy 1 of 6
Solve the vector equation.
๐Ÿ“Œ Why this works
Real embedding models place words so that consistent relationships (gender, tense, capital-countryโ€ฆ) become consistent directions. Subtracting and adding vectors moves you along that direction.