Chuyu Fang

Hierarchical Neural Topic Model with Embedding Cluster and Neural Variational Inference

2023 · Society for Industrial and Applied Mathematics eBooks

Compared to flat topic models, hierarchical topic models not only exploit inherent structural information in the corpus but detect better semantic topics with the help of hierarchy knowledge. Recently, Neural-Variational-Inference (NVI) based hierarchical neural topic …