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.…

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

Full article: Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology

Applied Sciences, Free Full-Text

Probabilistic Topic Models - David Blei - MLSS 2012 Kyoto Slides

Chemical Topic Modeling: Exploring Molecular Data Sets Using a Common Text-Mining Approach

supervised and relational topic models

topic-modeling-pyug

Stanford Vis Group Termite: Visualization Techniques for Assessing Textual Topic Models

PDF) Studying software evolution using topic models

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.

Probabilistic Topic Models - David Blei - MLSS 2012 Kyoto Slides

Yang, Downey and Boyd-Graber 2015] Efficient Methods for Incorporating Knowledge into Topic Models

Probabilistic Topic Models - David Blei - MLSS 2012 Kyoto Slides

Topic Modeling with R