Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability

Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability

10 April 2025

Sebastian Pokutta

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Papers citing "Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability"

19 / 19 papers shown

Title
THiNK: Can Large Language Models Think-aloud? Yongan Yu Mengqian Wu Yiran Lin Nikki G. Lobczowski LLMAG LRM ELM 53 0 0 26 May 2025
Proof or Bluff? Evaluating LLMs on 2025 USA Math Olympiad Ivo Petrov Jasper Dekoninck Lyuben Baltadzhiev Maria Drencheva Kristian Minchev Mislav Balunović Nikola Jovanović Martin Vechev LRM ELM 126 23 0 27 Mar 2025
We're Different, We're the Same: Creative Homogeneity Across LLMs Emily Wenger Yoed Kenett 120 9 0 31 Jan 2025
LLMs Provide Unstable Answers to Legal Questions Andrew Blair-Stanek Benjamin Van Durme AILaw ELM 108 3 0 28 Jan 2025
Large Language Models show both individual and collective creativity comparable to humans Luning Sun Yuzhuo Yuan Yuan Yao Yanyan Li Hao Zhang Xing Xie Xiting Wang Fang Luo David Stillwell LLMAG ALM 99 4 0 04 Dec 2024
Evaluating Creative Short Story Generation in Humans and Large Language Models Mete Ismayilzada Claire Stevenson Lonneke van der Plas LM&MA LRM 110 5 0 04 Nov 2024
Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs Guillermo Marco Luz Rello Julio Gonzalo LM&MA ALM 97 7 0 17 Sep 2024
Benchmarking Language Model Creativity: A Case Study on Code Generation Yining Lu Dixuan Wang Tianjian Li Dongwei Jiang Daniel Khashabi Meng Jiang Daniel Khashabi LRM 111 15 0 12 Jul 2024
Characterising the Creative Process in Humans and Large Language Models Surabhi S. Nath Peter Dayan Claire Stevenson 103 5 0 01 May 2024
Is Temperature the Creativity Parameter of Large Language Models? Max Peeperkorn Tom Kouwenhoven Daniel G. Brown Anna K. Jordanous 81 53 0 01 May 2024
Homogenization Effects of Large Language Models on Human Creative Ideation Barrett R Anderson Jash Hemant Shah Max Kreminski 89 86 0 02 Feb 2024
Assessing and Understanding Creativity in Large Language Models Yunpu Zhao Rui Zhang Wenyi Li Di Huang Jiaming Guo ... Xingui Hu Zidong Du Qi Guo Ling Li Yunji Chen LRM 89 24 0 23 Jan 2024
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance A. Salinas Fred Morstatter 78 54 0 08 Jan 2024
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View Jintian Zhang Xin Xu Ningyu Zhang Ruibo Liu Bryan Hooi Shumin Deng LLMAG 114 148 0 03 Oct 2023
"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models Qian Wan Si-Yuan Hu Yu Zhang Pi-Hui Wang Bo Wen Zhicong Lu HAI LRM 54 32 0 20 Jul 2023
A Mathematical Abstraction for Balancing the Trade-off Between Creativity and Reality in Large Language Models Ritwik Sinha Zhao Song Dinesh Manocha 84 25 0 04 Jun 2023
Artificial muses: Generative Artificial Intelligence Chatbots Have Risen to Human-Level Creativity J. Haase P. Hanel 38 97 0 21 Mar 2023
Putting GPT-3's Creativity to the (Alternative Uses) Test Claire E. Stevenson I. Smal M. Baas R. Grasman Han L. J. van der Maas 79 87 0 10 Jun 2022
A very preliminary analysis of DALL-E 2 G. Marcus E. Davis S. Aaronson 95 138 0 25 Apr 2022