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Update papers.bib
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GeorgeVern authored Jan 22, 2024
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Expand Up @@ -21,7 +21,7 @@ @inproceedings{LMCor
title={Small Language Models Improve Giants by Rewriting Their Outputs},
author={G. Vernikos and A. Bražinskas and J. Adamek and J. Mallinson and A. Severyn and E. Malmi},
booktitle = "EACL",
year={2023},
year={2024},
abstract = {Large language models (LLMs) have demonstrated impressive few-shot learning capabilities, but they often underperform compared to fine-tuned models on challenging tasks.
Furthermore, their large size and restricted access only through APIs make task-specific fine-tuning impractical.
Moreover, LLMs are sensitive to different aspects of prompts (e.g., the selection and order of demonstrations) and can thus require time-consuming prompt engineering.
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