Topicmodels, topicmodels, … – Random experiments in software engineering

I have previously done some topic modelling using LDA (Latent Dirilech Allocation). Back then I used a nice video from some nice guy but somehow could not find the video with search engines anymore. Too bad. Implemented LDA in Java back then based on that tutorial. I learned how it works, not why it works.…

GitHub - MilaNLProc/contextualized-topic-models: A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

The Evolution of Topic Modeling

Probabilistic Topic Models - David Blei - MLSS 2012 Kyoto Slides

Topic Modelling

Entropy, Free Full-Text

Frontiers Using Topic Modeling Methods for Short-Text Data: A Comparative Analysis

supervised and relational topic models

A survey on the use of topic models when mining software repositories

Efficient integration of generative topic models into discriminative classifiers using robust probabilistic kernels

Topic Modeling Using Latent Dirichlet allocation: A Survey

Seeded Topic Models as a Yard Stick: Implement them in R with keyATM, by Finn-Ole Höner