Lifelong Representation Learning for NLP Applications My Ph.D. dissertation, with source latex in github. However, this is not an ending point but a starting point. News Submitted the final version on Feb 24, 2020 and clear all work on Feb 25, 2020. Passed the defense on Feb 10, 2020.