A Survey on Large Language Model Hallucination via a Creativity
Perspective

A Survey on Large Language Model Hallucination via a Creativity Perspective

2 February 2024

Chengjin Xu

Papers citing "A Survey on Large Language Model Hallucination via a Creativity Perspective"

17 / 17 papers shown

Title
Cooking Up Creativity: A Cognitively-Inspired Approach for Enhancing LLM Creativity through Structured Representations Moran Mizrahi Chen Shani Gabriel Stanovsky Dan Jurafsky Dafna Shahaf 24 0 0 29 Apr 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation Hanghui Guo Jia Zhu Shimin Di Weijie Shi Zhangze Chen Jiajie Xu 18 0 0 14 Apr 2025
Evaluation and Incident Prevention in an Enterprise AI Assistant Akash Maharaj David Arbour Daniel Lee Uttaran Bhattacharya Anup B. Rao Austin Zane Avi Feller Kun Qian Yunyao Li 15 0 0 11 Apr 2025
TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator Deepak Vungarala Mohammed E. Elbtity Sumiya Syed Sakila Alam Kartik Pandit Arnob Ghosh Ramtin Zand Shaahin Angizi 29 1 0 07 Mar 2025
Shakespearean Sparks: The Dance of Hallucination and Creativity in LLMs' Decoding Layers Zicong He Boxuan Zhang Lu Cheng 44 0 0 04 Mar 2025
MIH-TCCT: Mitigating Inconsistent Hallucinations in LLMs via Event-Driven Text-Code Cyclic Training Xinxin You Xien Liu Qixin Sun Huan Zhang Kaiyin Zhou Shaohui Liu Guoping Hu Shijin Wang Si Liu Ji Wu 79 0 0 13 Feb 2025
Preventing Rogue Agents Improves Multi-Agent Collaboration Ohav Barbi Ori Yoran Mor Geva 43 1 0 09 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 111 9 0 05 Feb 2025
Real or Robotic? Assessing Whether LLMs Accurately Simulate Qualities of Human Responses in Dialogue Jonathan Ivey Shivani Kumar Jiayu Liu Hua Shen Sushrita Rakshit ... Dustin Wright Abraham Israeli Anders Giovanni Møller Lechen Zhang David Jurgens 47 3 0 12 Sep 2024
Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate Zheng Lin Zhenxing Niu Zhibin Wang Yinghui Xu 21 4 0 30 Jul 2024
Large Language Models Assume People are More Rational than We Really are Ryan Liu Jiayi Geng Joshua C. Peterson Ilia Sucholutsky Thomas L. Griffiths 54 16 0 24 Jun 2024
LLM2FEA: Discover Novel Designs with Generative Evolutionary Multitasking Melvin Wong Jiao Liu Thiago Rios Stefan Menzel Yew-Soon Ong 29 2 0 21 Jun 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 34 59 0 21 Apr 2024
Fakes of Varying Shades: How Warning Affects Human Perception and Engagement Regarding LLM Hallucinations Mahjabin Nahar Haeseung Seo Eun-Ju Lee Aiping Xiong Dongwon Lee HILM 23 10 0 04 Apr 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 18 19 0 23 Jan 2024
HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models Navapat Nananukul M. Kejriwal HILM 21 3 0 08 Dec 2023
Creative Agents: Empowering Agents with Imagination for Creative Tasks Chi Zhang Penglin Cai Yuhui Fu Haoqi Yuan Zongqing Lu LM&Ro LLMAG 49 20 0 05 Dec 2023