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This study examines the ability of GPT-3.5, GPT-3.5-turbo (ChatGPT) and GPT-4models to generate poems in the style of specific authors using zero-shot andmany-shot prompts (which use the maximum context length of 8192 tokens). Weassess the performance of models that are not fine-tuned for generating poetryin the style of specific authors, via automated evaluation. Our findingsindicate that without fine-tuning, even when provided with the maximum numberof 17 poem examples (8192 tokens) in the prompt, these models do not generatepoetry in the desired style.

Bits of Grass: Does GPT already know how to write like Whitman?