LDA resources

April 12, 2026

https://www.ibm.com/think/topics/latent-dirichlet-allocation What is Latent Dirichlet allocation | IBM

Blei, D. M., Ng, A. Y., & Jordan, M., I. (2003). Latent dirichlet allocation. https://jmlr.csail.mit.edu/papers/v3/blei03a.html https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf

GeeksforGeeks. (2025, July 23). Topic modeling using Latent Dirichlet Allocation (LDA). GeeksforGeeks.
https://www.geeksforgeeks.org/nlp/topic-modeling-using-latent-dirichlet-allocation-lda/

Ganegedara, T. (2025, February 2). Intuitive Guide to Latent Dirichlet Allocation. Towards Data Science.
https://towardsdatascience.com/light-on-math-machine-learning-intuitive-guide-to-latent-dirichlet-allocation-437c81220158/

some blogs
https://johaupt.github.io/blog/Topic_modeling_with_Gibbs_sampling_in_R.html https://agustinus.kristia.de/blog/lda-gibbs/