Learning an Anchored Prompt Space for Continual Adaptation of Large Language Models.

arXiv:2609.32499v2 Announce Type: replace-cross Abstract: Continually adapting large language models requires acquiring new knowledge while preserving previously learned capabilities. Although jointly adapting model parameters and task-specific soft prompts is