Structured Neural Topic Models for Reviews

Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent

Abstract: We present Variational Aspect-based Latent Topic Allocation (VALTA), a family of autoencoding topic models that learn aspect-based representations of reviews. VALTA defines a user-item encoder that...