Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation

Chengwei Qin, Chen Chen, Shafiq Joty

Lifelong sequence generation (LSG), a problem in continual learning, aims to continually train a model on a sequence of generation tasks to learn constantly emerging new generation…