Unifying Detection and Adaptation in Task-Free Continual Learning

Dezheng Han, Anbang Zhang, Zhihao Zhu +1

To mitigate catastrophic forgetting in downstream continual learning (CL) for large language models (LLMs), existing methods typically constrain parameter updates or introduce task…