Stability-Plasticity Balance via Singular-Vector Selection in LLM Continual Learning

Lingxiang Wang, Hainan Zhang, Liang Pang +2

Domain-specific continual adaptation of LLMs risks catastrophic forgetting, creating a fundamental tension between acquiring new capabilities and preserving those learned during pr…