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Research paper

Latent Dirichlet Allocation

At a glance

Discovers topics in document collections by treating each document as a mixture of themes.

In one paragraph

Introduced a method for discovering topics in large document collections, treating each document as a mixture of themes and each theme as a pattern of words.

Authors 3

  1. David Blei
  2. Andrew Ng
  3. Michael I. Jordan