Pengbo Mao

Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling

Hierarchical topic models, which can extract semantically meaningful topics from a textcorpus in an unsupervised manner and automatically organise them into a topic hierarchy, have been widely used to discover the underlying semantic structure of documents. However, the existing models often assume…