ResearchBenchmarksDocument Simplification on Newsela (200 held-out documents)Follow48Agg-LENSPO_think35.5238.764245.24Dec 6, 2025Evaluation ResultsMethodMethodLinksAgg-LENSAgg-BERTPO_thinkBackbone=Llama3.1-8B,...Backbone=Llama3.1-8B, Prompting Setting=zero-shot2025.124827.7VanillaBackbone=Llama3.1-8B,...Backbone=Llama3.1-8B, Prompting Setting=few-shot2025.1243.517.4VanillaBackbone=Llama3.1-8B,...Backbone=Llama3.1-8B, Prompting Setting=zero-shot2025.123616