id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
easat-10905	Alex, Ambi Rachel; Subramanian, Malliga; J R, Jayanth; A T, Keerthi Bala; Mukherjee, Taniya	Learning without forgetting in NLP: Deep learning based transformer models for lifelong task incremental learning	2025	19	.pdf	application/pdf	9592	485	47	Task incremental learning enables transformer models to adapt to new linguistic challenges while retaining prior knowledge, supporting lifelong learning. The main features of task incremental learning are outlined as follows: •	cache/easat-10905.pdf	txt/easat-10905.txt