Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance

Masaru Isonuma, Junichiro Mori, Danushka Bollegala +1

This paper presents a novel unsupervised abstractive summarization method for opinionated texts. While the basic variational autoencoder-based models assume a unimodal Gaussian pri…