Art or Artifice? Large Language Models and the False Promise of Creativity

25 September 2023

Smaranda Muresan

Papers citing "Art or Artifice? Large Language Models and the False Promise of Creativity"

50 / 72 papers shown

Title
LLMs Get Lost In Multi-Turn Conversation Philippe Laban Hiroaki Hayashi Yingbo Zhou Jennifer Neville 34 0 0 09 May 2025
A Tale of Two Identities: An Ethical Audit of Human and AI-Crafted Personas Pranav Narayanan Venkit Jiayi Li Yingfan Zhou Sarah Rajtmajer Shomir Wilson 24 0 0 07 May 2025
Cooking Up Creativity: A Cognitively-Inspired Approach for Enhancing LLM Creativity through Structured Representations Moran Mizrahi Chen Shani Gabriel Stanovsky Dan Jurafsky Dafna Shahaf 29 0 0 29 Apr 2025
Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach Ruizhe Li Chiwei Zhu Benfeng Xu Xiaorui Wang Zhendong Mao 24 0 0 22 Apr 2025
EvalAgent: Discovering Implicit Evaluation Criteria from the Web Manya Wadhwa Zayne Sprague Chaitanya Malaviya Philippe Laban Junyi Jessy Li Greg Durrett 27 0 0 21 Apr 2025
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Vaishnavh Nagarajan Chen Henry Wu Charles Ding Aditi Raghunathan 28 0 0 21 Apr 2025
Probing and Inducing Combinational Creativity in Vision-Language Models Yongqian Peng Yuxi Ma Mengmeng Wang Yuxuan Wang Yizhou Wang C. Zhang Yixin Zhu Zilong Zheng MLLM CoGe 82 0 0 17 Apr 2025
Reimagining Urban Science: Scaling Causal Inference with Large Language Models Yutong Xia Ao Qu Yunhan Zheng Yihong Tang Dingyi Zhuang ... Cathy Wu R. Zimmermann Lijun Sun Roger Zimmermann Jinhua Zhao AI4CE 60 0 0 15 Apr 2025
Beyond Memorization: Mapping the Originality-Quality Frontier of Language Models Vishakh Padmakumar Chen Yueh-Han Jane Pan Valerie Chen He He 35 0 0 13 Apr 2025
AI-Slop to AI-Polish? Aligning Language Models through Edit-Based Writing Rewards and Test-time Computation Tuhin Chakrabarty Philippe Laban C. Wu 32 1 0 10 Apr 2025
Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability Jennifer Haase P. Hanel Sebastian Pokutta ALM LRM 60 0 0 10 Apr 2025
Societal Impacts Research Requires Benchmarks for Creative Composition Tasks Judy Hanwen Shen Carlos Guestrin 31 0 0 09 Apr 2025
Narrative Studio: Visual narrative exploration using LLMs and Monte Carlo Tree Search Parsa Ghaffari Chris Hokamp 30 0 0 03 Apr 2025
Learning to Reason for Long-Form Story Generation Alexander Gurung Mirella Lapata ReLM OffRL LRM 55 0 0 28 Mar 2025
How Problematic Writer-AI Interactions (Rather than Problematic AI) Hinder Writers' Idea Generation Khonzoda Umarova Talia Wise Zhuoer Lyu Mina Lee Qian Yang 37 0 0 14 Mar 2025
ACAI for SBOs: AI Co-creation for Advertising and Inspiration for Small Business Owners Nimisha Karnatak Adrien Baranes Rob Marchant Triona Butler Kristen Olson 73 0 0 09 Mar 2025
Shakespearean Sparks: The Dance of Hallucination and Creativity in LLMs' Decoding Layers Zicong He Boxuan Zhang Lu Cheng 47 0 0 04 Mar 2025
Leveraging Large Models for Evaluating Novel Content: A Case Study on Advertisement Creativity Zhaoyi Joey Hou Adriana Kovashka Xiang Lorraine Li 36 0 0 26 Feb 2025
Can Large Language Models Outperform Non-Experts in Poetry Evaluation? A Comparative Study Using the Consensual Assessment Technique Piotr Sawicki M. Grzes Dan Brown Fabrício Góes 31 0 0 26 Feb 2025
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión? Carlos Gómez-Rodríguez SyDa AILaw ELM VLM 96 0 0 25 Feb 2025
IllusionCAPTCHA: A CAPTCHA based on Visual Illusion Ziqi Ding Gelei Deng Yi Liu Junchen Ding Jieshan Chen Yulei Sui Yuekang Li 35 0 0 08 Feb 2025
Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review Rock Yuren Pang Hope Schroeder Kynnedy Simone Smith Solon Barocas Ziang Xiao Emily Tseng Danielle Bragg 73 3 0 22 Jan 2025
Evaluating Creative Short Story Generation in Humans and Large Language Models Mete Ismayilzada Claire Stevenson Lonneke van der Plas LM&MA LRM 30 3 0 04 Nov 2024
Analyzing Nobel Prize Literature with Large Language Models Yang Zhenyuan Liu Zhengliang Zhang Jing Lu Cen Tai Jiaxin ... Ge Bao Zhang Wei Qiang Ning Zhang Tuo Liu Tianming 28 3 0 22 Oct 2024
Preference Optimization with Multi-Sample Comparisons Chaoqi Wang Zhuokai Zhao Chen Zhu Karthik Abinav Sankararaman Michal Valko ... Zhaorun Chen Madian Khabsa Yuxin Chen Hao Ma Sinong Wang 62 10 0 16 Oct 2024
AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text Ximing Lu Melanie Sclar Skyler Hallinan Niloofar Mireshghallah Jiacheng Liu ... Allyson Ettinger Liwei Jiang Khyathi Raghavi Chandu Nouha Dziri Yejin Choi DeLMO 46 11 0 05 Oct 2024
CS4: Measuring the Creativity of Large Language Models Automatically by Controlling the Number of Story-Writing Constraints Anirudh Atmakuru Jatin Nainani Rohith Siddhartha Reddy Bheemreddy Anirudh Lakkaraju Zonghai Yao Hamed Zamani Haw-Shiuan Chang 63 2 0 05 Oct 2024
Computational Modeling of Artistic Inspiration: A Framework for Predicting Aesthetic Preferences in Lyrical Lines Using Linguistic and Stylistic Features Gaurav Sahu Olga Vechtomova 13 0 0 03 Oct 2024
Agents' Room: Narrative Generation through Multi-step Collaboration Fantine Huot Reinald Kim Amplayo Jennimaria Palomaki Alice Shoshana Jakobovits Elizabeth Clark Mirella Lapata 43 7 0 03 Oct 2024
Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications Ethan Lin Zhiyuan Peng Yi Fang 70 4 0 25 Sep 2024
Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits Tuhin Chakrabarty Philippe Laban C. Wu 47 8 0 22 Sep 2024
Revealing the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing Wenyuan Zhang Jiawei Sheng Shuaiyi Nie Zefeng Zhang Xinghua Zhang Yongquan He Tingwen Liu 28 4 0 18 Sep 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 39 6 0 17 Sep 2024
Initial Development and Evaluation of the Creative Artificial Intelligence through Recurring Developments and Determinations (CAIRDD) System Jeremy Straub Zach Johnson 35 0 0 03 Sep 2024
Patchview: LLM-Powered Worldbuilding with Generative Dust and Magnet Visualization John Joon Young Chung Max Kreminski 32 10 0 07 Aug 2024
Shared Imagination: LLMs Hallucinate Alike Yilun Zhou Caiming Xiong Silvio Savarese Chien-Sheng Wu HILM 22 1 0 23 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 47 27 0 22 Jul 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 52 10 0 12 Jul 2024
Pron vs Prompt: Can Large Language Models already Challenge a World-Class Fiction Author at Creative Text Writing? Guillermo Marco Julio Gonzalo Ramón del Castillo M. Girona 22 10 0 01 Jul 2024
The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories Xi Yu Huang Krishnapriya Vishnubhotla Frank Rudzicz 32 0 0 24 Jun 2024
Measuring Psychological Depth in Language Models Fabrice Harel-Canada Hanyu Zhou Sreya Mupalla Zeynep Yildiz Amit Sahai Nanyun Peng 30 3 0 18 Jun 2024
CHIRON: Rich Character Representations in Long-Form Narratives Alexander Gurung Mirella Lapata GNN 37 2 0 14 Jun 2024
MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation Yan Ma Yu Qiao Pengfei Liu 32 5 0 09 Jun 2024
Safeguarding Large Language Models: A Survey Yi Dong Ronghui Mu Yanghao Zhang Siqi Sun Tianle Zhang ... Yi Qi Jinwei Hu Jie Meng Saddek Bensalem Xiaowei Huang OffRL KELM AILaw 35 17 0 03 Jun 2024
Aligning Language Models with Demonstrated Feedback Omar Shaikh Michelle S. Lam Joey Hejna Yijia Shao Michael S. Bernstein Michael S. Bernstein Diyi Yang ALM 26 24 0 02 Jun 2024
Guiding and Diversifying LLM-Based Story Generation via Answer Set Programming Phoebe J. Wang Max Kreminski 31 4 0 01 Jun 2024
A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians Piotr Wojciech Mirowski Juliette Love K. Mathewson Shakir Mohamed 32 19 0 31 May 2024
Eliciting Informative Text Evaluations with Large Language Models Yuxuan Lu Shengwei Xu Yichi Zhang Yuqing Kong Grant Schoenebeck 26 5 0 23 May 2024
Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models Abhishek Kumar Sarfaroz Yunusov Ali Emami 30 3 0 23 May 2024
Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation Cyril Chhun Fabian M. Suchanek Chloé Clavel LRM 42 13 0 22 May 2024