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With rapid advances in large language models (LLMs), there has been an increasing application of LLMs in creative content ideation and generation.
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RT McCoy, P Smolensky, T Linzen, J Gao, A Celikyilmaz, How much do language models copy from their training data? evaluating linguistic novelty in text generation using RAVEN · 2023
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A Bellemare-Pepin, et al., Divergent creativity in humans and large language models (2024)
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W Orwig, ER Edenbaum, JD Greene, DL Schacter, The language of creativity: Evidence from humans and large language models · 2024
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B Porter, E Machery, Ai-generated poetry is indistinguishable from human-written poetry and is rated more favorably · 2024
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BC Lee, J Chung, An empirical investigation of the impact of chatgpt on creativity · 2024
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C Si, D Yang, T Hashimoto, Can llms generate novel research ideas? a large-scale human study with 100+ nlp researchers · 2024
D Kobak, R González-Márquez, E Ágnes Horvát, J Lause, Delving into chatgpt usage in academic writing through excess vocabulary (2024)
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(Association for Computing Machinery, New York, NY, USA), p. 413–425 (2024)
BR Anderson, JH Shah, M Kreminski, Homogenization effects of large language models on human creative ideation in Proceedings of the 16th Conference on Creativity and Cognition · 2024
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C Shaib, et al., Standardizing the measurement of text diversity: A tool and a comparative analysis of scores (2024)
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M Peeperkorn, T Kouwenhoven, D Brown, A Jordanous, Is temperature the creativity parameter of large language models? (2024)
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T Chakrabarty, P Laban, D Agarwal, S Muresan, CS Wu, Art or artifice? large language models and the false promise of creativity in Proceedings of the CHI Conference on Human Factors in Computing Systems · 2024
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AR Doshi, OP Hauser, Generative ai enhances individual creativity but reduces the collective diversity of novel content · 2024
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B Mohammadi, Creativity has left the chat: The price of debiasing language models (2024)
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PJ Wang, M Kreminski, Guiding and diversifying llm-based story generation via answer set programming (2024)
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L Bojic, Ai alignment: Assessing the global impact of recommender systems · 2024
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W Xu, N Jojic, S Rao, C Brockett, B Dolan, Sui generis · 2025
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