SenGen: Sentence Generating Neural Variational Topic Model

Ramesh Nallapati, Igor Melnyk, Abhishek Kumar +1

We present a new topic model that generates documents by sampling a topic for one whole sentence at a time, and generating the words in the sentence using an RNN decoder that is co…