Knowledge Interaction in Hypernetwork-based Continual Learning: Conflict and Composition

Jiaqi Zheng, Yi Hu, Yadong Mu +1

Continual learning aims to adapt pretrained large language models (LLMs) to evolving data while preserving their pretrained capabilities. A central challenge is catastrophic forget…