Table of Contents for Vol. 2, No. 1 Winter 2012

• Introductions
  • Pacing Scholarly Conversations
    The Editors
  • The Digital Humanities Contribution to Topic Modeling
    Elijah Meeks and Scott B. Weingart
• Beginnings
  • Topic Modeling and Digital Humanities
    David M. Blei
  • Topic Modeling: A Basic Introduction
    Megan R. Brett
  • The Details: Training and Validating Big Models on Big Data
    David Mimno
• Applications and Critiques
  • Topic Modeling and Figurative Language
    Lisa M. Rhody
  • Topic Model Data for Topic Modeling and Figurative Language
    Lisa M. Rhody
  • What Can Topic Models of PMLA Teach Us About the History of Literary Scholarship?
    Andrew Goldstone and Ted Underwood
  • Words Alone: Dismantling Topic Models in the Humanities
    Benjamin M. Schmidt
  • Code Appendix for "Words Alone: Dismantling Topic Models in the Humanities"
    Benjamin M. Schmidt
• Reviews
  • Review of MALLET, produced by Andrew Kachites McCallum
    Shawn Graham and Ian Milligan
  • Review of Paper Machines, produced by Chris Johnson-Roberson and Jo Guldi
    Adam Crymble
• Respond
  • Respond to JDH 2.1
    The Editors
  • Responses from Twitter
    The Editors
• Authors