Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey

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

Advances in neural information processing systems 7

Krzysztof J. Cios, Mark E. Shields · Neurocomputing · 1997 · 22.3K citations

Computing, Computer Science, Neuroscience +14

The Pascal Visual Object Classes (VOC) Challenge

Mark Everingham, Luc Van Gool, Christopher K. I. Williams et al. · International Journal of Computer Vision · 2009 · 19.5K citations · Full text

Computing, Computer Science, Computer Vision +11

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

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