AI RESEARCH
Continual Learning in Large Language Models: Methods, Challenges, and Opportunities
arXiv CS.AI
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ArXi:2603.12658v1 Announce Type: cross 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 catastrophic forgetting-a critical limitation of the static pre-