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"

9 / 9 papers shown

Title
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
Valuable Hallucinations: Realizable Non-realistic Propositions Qiucheng Chen Bo Wang LRM 54 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 53 5 0 16 Oct 2024
Hallucination Detection and Hallucination Mitigation: An Investigation Junliang Luo Tianyu Li Di Wu Michael R. M. Jenkin Steve Liu Gregory Dudek HILM LLMAG 39 20 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 52 35 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 24 3 0 24 Oct 2023
The Dark Side of ChatGPT: Legal and Ethical Challenges from Stochastic Parrots and Hallucination Z. Li AILaw SILM 39 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 301 11,730 0 04 Mar 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 170 144 0 30 Aug 2021