• If you are citizen of an European Union member nation, you may not use this service unless you are at least 16 years old.

  • Dokkio Sidebar (from the makers of PBworks) is a Chrome extension that eliminates the need for endless browser tabs. You can search all your online stuff without any extra effort. And Sidebar was #1 on Product Hunt! Check out what people are saying by clicking here.


Introductions and Tutorials on Topic Modeling

Page history last edited by Alan Liu 5 years, 9 months ago

Introductory readings

  1. David M. Blei,
  2. Ted Underwood,
  3. Matthew L. Jockers, "The LDA Buffet is Now Open; or, Latent Dirichlet Allocation for English Majors" (2011)
  4. Andrew Goldstone and Ted Underwood, "The Quiet Transformations of Literary Studies: What Thirteen Thousand Scholars Could Tell Us" [PDF] (2014) (preprint version)
  5. John Mohr and Petko Bogdanov, "Topic Models: What They Are and Why They Matter [PDF]," (2013) [paywalled; UCSB students have free access through UCSB Library Proxy server] | [open-access manuscript version]
  6. Lisa M. Rhody,"Topic Modeling and Figurative Language" (2012)
  7. Benjamin M. Schmidt, "Words Alone: Dismantling Topic Models in the Humanities" (2012)


Tutorials and How-to Guides

  1. The Programming Historian, "Getting Started with Topic Modeling and MALLET"
  2. "Tutorial" plan for workshop by Alan Liu and Lindsay Thomas.

Comments (0)

You don't have permission to comment on this page.