Distributional Semantics

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1 domain-specific abstractions whose origin domain is Distributional Semantics.

• Random indexing — An incremental dimensionality-reduction method that assigns sparse random index vectors to items and accumulates their contextual vectors, approximating high-dimensional distributional geometry in fixed space.