Distributional Semantics Model

A Distributional Semantics Model is a text item semantics model that is based on text item distributions.

• Context:
  • It can range from being a Distributional Lexical Semantic Model to being a Distributional Phrase Semantic Model to being a Distributional Sentence Semantic Model to being a Distributional Passage Semantic Model to being a Distributional Document Semantic Model.
  • It can reference some Distributional Semantics Theory.
  • It can be produced by a Distributional Semantics Model Creation System.
  • …
• Example(s):
  • a Bag-of-Words Mapping Model.
  • …
• Counter-Example(s):
  • First-Principles Semantics Model.
• See: Concept Mapping Model.

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References

2013

• http://code.google.com/p/semanticvectors/wiki/LatentSemanticAnalysis
  • QUOTE: Latent Semantic Analysis, or LSA, was one of the earliest methods for compressing distributional semantic models and learning implicit semantic information in the process

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