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

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

An overview of topic modeling and its current applications in bioinformatics, SpringerPlus

Topic Modeling with MALLET: Hyperparameter Optimization – The Dragonfly's Gaze

Validation of scientific topic models using graph analysis and corpus metadata

Interactive topic modeling

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

Probabilistic Topic Models

Keyword‐Assisted Topic Models - Eshima - American Journal of Political Science - Wiley Online Library

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

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

Topic modeling methods for short texts: A survey - IOS Press

supervised and relational topic models

supervised and relational topic models

Studying software logging using topic models