RVAE-LAMOL: Residual Variational Autoencoder to Enhance Lifelong Language Learning

Han Wang, Ruiliu Fu, Xuejun Zhang +1

Lifelong Language Learning (LLL) aims to train a neural network to learn a stream of NLP tasks while retaining knowledge from previous tasks. However, previous works which followed…