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Language Models are Lazy Poets: Creative Mode Collapse at Scale

Matthews, Jacob A. et al.
arXiv (All) · Papers
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computation-and-language
While aligned large language models (LLMs) can successfully complete many creative tasks, their outputs tend to be highly self-similar. Though solutions to this problem of "mode collapse" have been proposed, comprehensive large-scale surveys of the phenomenon in specific textual genres are still lac
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