Distributional Phrase Embedding Space

A Distributional Phrase Embedding Space is a phrase vector space model that is a text-item embedding space composed of distributional phrase vectors.

• Context:
  • It can (often) have a Distributional Phrase Vectorizing Function.
  • It can be created by a Distributional Phrase Embedding Modeling System (that implements a distributional phrase embedding modeling algorithm).
  • It can range from being a Closed Distributional Phrase Vector Space Model (that applies only to the phrases in the training data) to being an Open Distributional Phrase Vector Space Model.
  • …
• Example(s):
  • a Words Centroid-based Phrase Embedding Space.
  • a Word Mover's Distance (WMD)-based Phrase Embedding Space, based on (Kusner et al., 2015).
  • …
• Counter-Example(s):
  • Word Embedding Space.
  • Sentence Embedding Space.
  • Paragraph Embedding Space.
  • Document Embedding Space.
• See: Lexical Co-Occurrence Matrix, Distributional Word Vector, Vector Space Model.

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