Continual Prompt Tuning for Lifelong Few-shot Language Learning with Queue-based Prompt Management

Q-tuning, a novel approach for continual prompt tuning, enables lifelong learning of a pre-trained language model by managing a prompt queue and adaptively aggregating previous prompts.