AutoHall: Automated Hallucination Dataset Generation for Large Language
Models

AutoHall: Automated Hallucination Dataset Generation for Large Language Models

30 September 2023

Papers citing "AutoHall: Automated Hallucination Dataset Generation for Large Language Models"

16 / 16 papers shown

Title
Distinguishing Ignorance from Error in LLM Hallucinations Adi Simhi Jonathan Herzig Idan Szpektor Yonatan Belinkov HILM 53 2 0 29 Oct 2024
Dissecting Dissonance: Benchmarking Large Multimodal Models Against Self-Contradictory Instructions Jin Gao Lei Gan Yuankai Li Yixin Ye Dequan Wang 24 2 0 02 Aug 2024
Evaluating and Enhancing Trustworthiness of LLMs in Perception Tasks Yang You Jiaqi Han Yinan Yu Christian Berger 29 2 0 18 Jul 2024
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models Yuzhe Gu Ziwei Ji Wenwei Zhang Chengqi Lyu Dahua Lin Kai Chen HILM 34 5 0 05 Jul 2024
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation Bairu Hou Yang Zhang Jacob Andreas Shiyu Chang 69 5 0 11 Jun 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Simin Niu Zhiyu Li 62 7 0 25 Apr 2024
Into the Unknown: Self-Learning Large Language Models Teddy Ferdinan Jan Kocoñ P. Kazienko 20 2 0 14 Feb 2024
On the Risk of Misinformation Pollution with Large Language Models Yikang Pan Liangming Pan Wenhu Chen Preslav Nakov Min-Yen Kan W. Wang DeLMO 190 110 0 23 May 2023
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 78 253 0 22 May 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 216 299 0 26 Apr 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 150 391 0 15 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 298 4,077 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,236 0 21 Mar 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 170 145 0 30 Aug 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 277 1,117 0 18 Apr 2021
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 216 249 0 19 Oct 2020