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large language models 1model ensemble 1output diversity 1prompt engineering 1temperature sampling 1

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most citedGrowing a Tail: Increasing Output Diversity in Large Language Models

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cs.CL2026★ 1 cited

Growing a Tail: Increasing Output Diversity in Large Language Models

Michal Shur-Ofry, Bar Horowitz-Amsalem, Adir Rahamim +1

The paper investigates how narrowly large language models generate answers compared to the broader range of human responses, and shows that increasing temperature, using diverse pr…