Papers by Jiabao Qiu
Continual Learning Using Only Large Language Model Prompting (2025.coling-main)
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| Challenge: | Existing continuous learning paradigms fine-tune language model parameters or use adapters or variants to adapt the LM. |
| Approach: | They propose a new continual learning paradigm wherein a large language model is regarded as a black box. |
| Outcome: | The proposed method outperforms baselines by a large margin in learning tasks incrementally. |