Topic modeling and its applications in materials science and engineering

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

Indexing by latent semantic analysis

Scott Deerwester, Susan Dumais, George W. Furnas et al. · Journal of the American Society for Information Science · 1990 · 12.8K citations

Computing, Computer Science, Information Retrieval +13

Proceedings of the 24th international conference on Machine learning

2007 · 11.7K citations

Computing, Computer Science, Artificial Intelligence +6

Probabilistic topic models

David M. Blei · Communications of the ACM · 2012 · 5.5K citations

Computing, Computer Science, Data Science +11

Probabilistic Latent Semantic Indexing

Thomas Hofmann · ACM SIGIR Forum · 2017 · 4.1K citations

Computing, Computer Science, Computational Linguistics +16