Confabulation: The Surprising Value of Large Language Model
Hallucinations

Confabulation: The Surprising Value of Large Language Model Hallucinations

6 June 2024

Richard Jean So

Papers citing "Confabulation: The Surprising Value of Large Language Model Hallucinations"

17 / 17 papers shown

Title
Synthetic Fluency: Hallucinations, Confabulations, and the Creation of Irish Words in LLM-Generated Translations Sheila Castilho Zoe Fitzsimmons Claire Holton Aoife Mc Donagh 33 0 0 10 Apr 2025
Block Toeplitz Sparse Precision Matrix Estimation for Large-Scale Interval-Valued Time Series Forecasting Wan Tian Zhongfeng Qin AI4TS 36 0 0 04 Apr 2025
OAEI-LLM-T: A TBox Benchmark Dataset for Understanding Large Language Model Hallucinations in Ontology Matching Zhangcheng Qiang Kerry Taylor Weiqing Wang Jing Jiang 52 0 0 25 Mar 2025
`Generalization is hallucination' through the lens of tensor completions Liang Ze Wong VLM 70 0 0 24 Feb 2025
Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs Gengyuan Zhang Mingcong Ding Tong Liu Yao Zhang Volker Tresp 82 1 0 24 Feb 2025
Valuable Hallucinations: Realizable Non-realistic Propositions Qiucheng Chen Bo Wang LRM 59 0 0 16 Feb 2025
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing Shreya Shankar Tristan Chambers Eugene Wu Aditya G. Parameswaran Eugene Wu LLMAG 58 6 0 16 Oct 2024
On Classification with Large Language Models in Cultural Analytics David Bamman Kent K. Chang L. Lucy Naitian Zhou 28 4 0 15 Oct 2024
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization Zhuoqun Li Xuanang Chen Haiyang Yu Hongyu Lin Yaojie Lu Qiaoyu Tang Fei Huang Xianpei Han Le Sun Yongbin Li 34 12 0 11 Oct 2024
AiBAT: Artificial Intelligence/Instructions for Build, Assembly, and Test Benjamin Nuernberger Anny Liu Heather Stefanini Richard Otis Amanda Towler R. Peter Dillon 26 0 0 03 Oct 2024
Towards a Science Exocortex Kevin G. Yager 80 0 0 24 Jun 2024
Hallucination Detection and Hallucination Mitigation: An Investigation Junliang Luo Tianyu Li Di Wu Michael R. M. Jenkin Steve Liu Gregory Dudek HILM LLMAG 44 22 0 16 Jan 2024
Cognitive Dissonance: Why Do Language Model Outputs Disagree with Internal Representations of Truthfulness? Kevin Liu Stephen Casper Dylan Hadfield-Menell Jacob Andreas HILM 64 36 0 27 Nov 2023
Correction with Backtracking Reduces Hallucination in Summarization Zhenzhen Liu Chao-gang Wan Varsha Kishore Jin Peng Zhou Minmin Chen Kilian Q. Weinberger HILM 26 3 0 24 Oct 2023
The Dark Side of ChatGPT: Legal and Ethical Challenges from Stochastic Parrots and Hallucination Z. Li AILaw SILM 46 34 0 21 Apr 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 325 11,953 0 04 Mar 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 178 145 0 30 Aug 2021