Adding retrieved document-simplification examples to LLM prompts improves SARI scores for four of five tested LLMs, but gains depend heavily on the model.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=
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Example-Guided Prompting for Document-Level Text Simplification
Adding retrieved document-simplification examples to LLM prompts improves SARI scores for four of five tested LLMs, but gains depend heavily on the model.