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.…

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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

Topic Modeling with R

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

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.

Validation of scientific topic models using graph analysis and corpus metadata

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

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

Topic modeling in software engineering research