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

Topic Models Papers With Code

supervised and relational topic models

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

Extracting Semantic Representations with Probabilistic Topic Models Mark SteyversUC Irvine Tom Griffiths Padhraic Smyth Dave Newman Brown University UC. - ppt download

PDF] How to effectively use topic models for software engineering tasks? An approach based on Genetic Algorithms

Probabilistic Topic Models - David Blei - MLSS 2012 Kyoto Slides

Topic modeling in software engineering research

Topic Modeling: An Introduction

PDF) Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis

PDF) Continuous-Time Infinite Dynamic Topic Models

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

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

Applied Sciences, Free Full-Text

PDF] How to effectively use topic models for software engineering tasks? An approach based on Genetic Algorithms