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Do Large Language Models Always Tell The Same Stories?

arXiv cs.CL · 2026-06-17 Cached

This paper investigates whether large language models generate diverse stories. Using narrative similarity analysis, the authors find that LLM-generated narratives are consistently more similar to each other than human-written stories, and that common mitigation strategies like negative prompting and temperature scaling fail to address this homogeneity.

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