-intensive human coding. This paper focuses on unsupervised topic models and tests their ability to automate the analysis of open …-ended responses. Since state-of-the-art topic models struggle with the shortness of open-ended responses, the paper considers three … novel short text topic models: Latent Feature Latent Dirichlet Allocation, Biterm Topic Model and Word Network Topic Model …

. One of these methods is particularly promising for economic historians: topic models, statistical algorithms that … very first review on the research using topic models. I illustrate their capacity by applying them on 2.675 articles …

. One of these methods is particularly promising for economic historians: topic models, statistical algorithms that … very first review on the research using topic models. I illustrate their capacity by applying them on 2.675 articles …