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.…

Probabilistic Topic Models - David Blei - MLSS 2012 Kyoto Slides

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

Learning Topic Models - Provably and Efficiently, April 2018

supervised and relational topic models

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

supervised and relational topic models

PDF) Embedding Semantics in LDA Topic Models

PDF] What is wrong with topic modeling? And how to fix it using search-based software engineering

Entropy, Free Full-Text

Probabilistic Topic Models - David Blei - MLSS 2012 Kyoto Slides

supervised and relational topic models

The Evolution of Topic Modeling

Informatics, Free Full-Text

Comparing neural sentence encoders for topic segmentation across domains: not your typical text similarity task [PeerJ]

Applied Sciences, Free Full-Text