Paragraph Vector

A Paragraph Vector is a text-item vector that refers to a paragraph.

• Context:
  • It can be produced by a Paragraph Vectorization Function.
  • It can be an input to a Paragraph Vector-Input Function.
  • It can range from being a Sparse Paragraph Vector to being a Dense Paragraph Vector.
  • It can range from being a Continuous Paragraph Vector to being a Discrete Paragraph Vector.
• Example(s):
  • a Distributional Co-Occurrence Paragraph Vector.
  • …
• Counter-Example(s):
  • Word Vector.
  • Phrase Vector.
  • Sentence Vector.
  • Document Vector.
  • Paragraph Class.
• See: Lexical Semantics Model.

---

---

References

2014

• Jeff Dean. (2014). http://research.google.com/people/jeff/CIKM-keynote-Nov2014.pdf

---