Topics: Topic Modeling – LDA
Readings Due:
- The Topic Modeling issue of the Journal of Digital Humanities http://journalofdigitalhumanities.org/2-1/
- Topic Modeling and Digital Humanities
- Topic Modeling: A Basic Introduction
- The Details: Training and Validating Big Models on Big Data
- Topic Modeling and Figurative Language
- What can Topic Models of PMLA Teach Us About the History of Literary Scholarship
- The LDA Buffet by Matthew Jockers: http://www.matthewjockers.net/2011/09/29/the-lda-buffet-is-now-open-or-latent-dirichlet-allocation-for-english-majors/
Notebook Activity
Additional Resources: