Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers

Yatin Chaudhary, Pankaj Gupta, Thomas Runkler

Topic models such as LDA, DocNADE, iDocNADEe have been popular in document analysis. However, the traditional topic models have several limitations including: (1) Bag-of-words (BoW…