Topic Model

Care and Feeding of Topic Models: Problems, Diagnostics, and Improvements

• book: http://www.cs.colorado.edu/~jbg/docs/2014_book_chapter_care_and_feeding.pdf

Introduction to Probabilistic Topic Models

• paper: https://www.cs.princeton.edu/~blei/papers/Blei2011.pdf

Topic Modeling Bibliography

• blog: http://qpleple.com/bib/

LDAvis: Interactive Visualization of Topic Models

• homepage: https://cran.r-project.org/web/packages/LDAvis/
• paper: http://nlp.stanford.edu/events/illvi2014/papers/sievert-illvi2014.pdf
• github: https://github.com/cpsievert/LDAvis
• tutorial: http://cpsievert.github.io/LDAvis/reviews/reviews.html

Deep Belief Nets for Topic Modeling

• arxiv: http://arxiv.org/abs/1501.04325

Visualizing Topic Models

• youtube: https://www.youtube.com/watch?v=tGxW2BzC_DU&index=4&list=PLykRMO7ZuHwP5cWnbEmP_mUIVgzd5DZgH

Spectral Learning for Supervised Topic Models

• arxiv: http://arxiv.org/abs/1602.06025