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Hongyi Huang

2 accepted papers

2019

Structured Neural Topic Models for Reviews

AISTATS 2019poster

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 maps bag-of-words vectors for combined reviews associated with each paired user and item onto structur…

Cited by 13SourcePDFScholar