Beyond Static Models: An Evolving Framework for Continual Learning in Large Language Models across Training Stages

Hongyang Chen, Zhongwu Sun, Hongfei Ye +2

Continual learning (CL) has emerged as a pivotal paradigm to enable large language models (LLMs) to dynamically adapt to evolving knowledge and sequential tasks while mitigating ca…