Papers with autonomous experience transfer framework
ExpeTrans: LLMs Are Experiential Transfer Learners (2025.acl-long)
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| Challenge: | Recent studies provide large language models with textual task-solving experiences via prompts to improve their performance. |
| Approach: | They propose to use prompts to provide LLMs with textual task-solving experiences during their inference stage. |
| Outcome: | The proposed framework improves the performance of large language models on 13 datasets. |