Continual Learning in Large Language Models: Methods, Challenges, and Opportunities
This article surveys continual learning in large language models, outlining methods, challenges, and opportunities for enhancing adaptability. It explores techniques for mitigating catastrophic forgetting and compares traditional approaches, providing a framework for understanding advancements and future directions in lifelong learning for these models.