Papers by Lena Wolf
Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements (2024.findings-acl)
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| Challenge: | Large language models demonstrate remarkable ability for learning to solve new tasks from a few examples. |
| Approach: | They propose to use templates to aggregate model predictions across multiple templates to improve model performance. |
| Outcome: | The proposed model ensembles boost model predictions while being robust to the choice of random set of templates. |