A segmented topic model based on the two-parameter Poisson-Dirichlet process

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

Finding scientific topics

Thomas L. Griffiths, Mark Steyvers · Proceedings of the National Academy of Sciences · 2004 · 6K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Hierarchical Dirichlet Processes

Yee Whye Teh, Michael I. Jordan, Matthew J. Beal et al. · Journal of the American Statistical Association · 2006 · 3.6K citations

Computing, Computer Science, Bayesian Data Analysis +16

RCV1: A New Benchmark Collection for Text Categorization Research

David Lewis, Yiming Yang, Tony Rose et al. · Goldsmiths (University of London) · 2004 · 2.6K citations · Full text

Language Studies, Computer Science, Category Management +15

Dynamic topic models

David M. Blei, John Lafferty · 2006 · 2.4K citations

Computing, Computer Science, Data Science +17