Nonparametric Topic Modeling with Neural Inference

Xuefei Ning, Yin Zheng, Zhuxi Jiang +3

This work focuses on combining nonparametric topic models with Auto-Encoding Variational Bayes (AEVB). Specifically, we first propose iTM-VAE, where the topics are treated as train…