log inhelp

 | 

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

  • You already know Dokkio is an AI-powered assistant to organize & manage your digital files & messages. Very soon, Dokkio will support Outlook as well as One Drive. Check it out today!

View
 

Introductions and Tutorials on Topic Modeling

This version was saved 7 years, 5 months ago View current version     Page history
Saved by Alan Liu
on November 7, 2016 at 9:17:53 am
 

Introductory readings

  1. David M. Blei,
  2. Ted Underwood, "What Kinds of "Topics" Does Topic Modeling Actually Produce?" (2012)
  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.

Printable version