Vector Space Model Vector
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A Vector Space Model Vector is a vector instance from a vector space model.
- Example(s):
- See: Vector Space Function.
References
2010
- (Turney & Pantel, 2010) ⇒ Peter D. Turney, and Patrick Pantel. (2010). “From Frequency to Meaning: Vector Space Models of Semantics.” In: Journal of Artificial Intelligence Research, 37(1).
- QUOTE: ... This intimate connection between the distributional hypothesis and VSMs is a strong motivation for taking a close look at VSMs. Not all uses of vectors and matrices count as vector space models. For the purposes of this survey, we take it as a defining property of VSMs that the values of the elements in a VSM must be derived from event frequencies, such as the number of times that a given word appears in a given context (see Section 2.6).