On the Creativity of Large Language Models

27 March 2023

Papers citing "On the Creativity of Large Language Models"

32 / 32 papers shown

Title
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models Yangguang Shao Xinjie Lin Haozheng Luo Chengshang Hou G. Xiong J. Yu Junzheng Shi SILM 47 0 0 10 May 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 31 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
CREA: A Collaborative Multi-Agent Framework for Creative Content Generation with Diffusion Models Kavana Venkatesh Connor Dunlop Pinar Yanardag DiffM 33 0 0 07 Apr 2025
Enhancing Collective Intelligence in Large Language Models Through Emotional Integration Likith Kadiyala Ramteja Sajja Y. Sermet Ibrahim Demir 117 0 0 05 Mar 2025
Initial Development and Evaluation of the Creative Artificial Intelligence through Recurring Developments and Determinations (CAIRDD) System Jeremy Straub Zach Johnson 38 0 0 03 Sep 2024
The creative psychometric item generator: a framework for item generation and validation using large language models Antonio Laverghetta Jr. Simone Luchini Averie Linell Roni Reiter-Palmon Roger Beaty 29 0 0 30 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 71 24 0 05 Aug 2024
Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law Giorgio Franceschelli Claudia Cevenini Mirco Musolesi 44 0 0 18 Jul 2024
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows Xingjian Zhang Yutong Xie Jin Huang Jinge Ma Zhaoying Pan ... Ziyang Xiong Tolga Ergen Dongsub Shim Honglak Lee Qiaozhu Mei 41 10 0 10 Jun 2024
Creativity Has Left the Chat: The Price of Debiasing Language Models Behnam Mohammadi 27 9 0 08 Jun 2024
Chaos-based reinforcement learning with TD3 Toshitaka Matsuki Yusuke Sakemi Kazuyuki Aihara 23 0 0 15 May 2024
Enhancing Creativity in Large Language Models through Associative Thinking Strategies Pronita Mehrotra Aishni Parab Sumit Gulwani LRM 29 6 0 09 May 2024
Creative Problem Solving in Large Language and Vision Models -- What Would it Take? Lakshmi Nair Evana Gizzi Jivko Sinapov MLLM 48 2 0 02 May 2024
Player-Driven Emergence in LLM-Driven Game Narrative Xiangyu Peng Jessica Quaye Sudha Rao Weijia Xu W. Dolan ... Ken Lobb Michael Xu Jorge Leandro Claire Jin Bill Dolan 38 12 0 25 Apr 2024
TEL'M: Test and Evaluation of Language Models G. Cybenko Joshua Ackerman Paul Lintilhac ALM ELM 38 0 0 16 Apr 2024
Towards a Fully Interpretable and More Scalable RSA Model for Metaphor Understanding Gaia Carenini L. Bischetti Walter Schaeken V. Bambini 27 1 0 03 Apr 2024
SARD: A Human-AI Collaborative Story Generation Ahmed Y. Radwan K. M. Alasmari Omar Abdulbagi Emad A. Alghamdi 23 6 0 03 Mar 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 33 19 0 23 Jan 2024
Can AI Be as Creative as Humans? Haonan Wang James Zou Michael C. Mozer Anirudh Goyal Alex Lamb ... Weijie J Su Zhun Deng Michael Qizhe Xie Hannah Brown Kenji Kawaguchi 46 11 0 03 Jan 2024
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 34 99 0 19 Dec 2023
Advancing Perception in Artificial Intelligence through Principles of Cognitive Science Palaash Agrawal Cheston Tan Heena Rathore 44 1 0 13 Oct 2023
A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing Carlos Gómez-Rodríguez Paul Williams 21 64 0 12 Oct 2023
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ming Yin SyDa 67 65 0 11 Oct 2023
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models Yifan Jiang Filip Ilievski Kaixin Ma Zhivar Sourati LRM ReLM 15 8 0 08 Oct 2023
AI Risk Profiles: A Standards Proposal for Pre-Deployment AI Risk Disclosures E. Sherman Ian W. Eisenberg 21 5 0 22 Sep 2023
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges Giorgio Franceschelli Mirco Musolesi AI4CE 27 20 0 31 Jul 2023
Citation: A Key to Building Responsible and Accountable Large Language Models Jie Huang Kevin Chen-Chuan Chang HILM 38 17 0 05 Jul 2023
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 97 171 0 14 Oct 2021
Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models Alex Tamkin Miles Brundage Jack Clark Deep Ganguli AILaw ELM 192 258 0 04 Feb 2021
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 275 1,587 0 18 Sep 2019
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 243 1,817 0 17 Sep 2019