Disinformation Detection: An Evolving Challenge in the Age of LLMs

25 September 2023

Papers citing "Disinformation Detection: An Evolving Challenge in the Age of LLMs"

34 / 34 papers shown

Title
LLM-Generated Fake News Induces Truth Decay in News Ecosystem: A Case Study on Neural News Recommendation Beizhe Hu Qiang Sheng Juan Cao Yang Li Danding Wang 42 0 0 28 Apr 2025
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs Guocong Li Weize Liu Yihang Wu Ping Wang Shuaihan Huang Hongxia Xu J. Wu KELM HILM 50 0 0 15 Apr 2025
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions Yubo Li Yidi Miao Xueying Ding Ramayya Krishnan R. Padman 37 0 0 28 Mar 2025
An Explainable Framework for Misinformation Identification via Critical Question Answering Ramon Ruiz-Dolz John Lawrence 36 0 0 18 Mar 2025
How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit Misinformation Ruohao Guo Wei-ping Xu Alan Ritter 42 1 0 12 Mar 2025
VilBias: A Study of Bias Detection through Linguistic and Visual Cues , presenting Annotation Strategies, Evaluation, and Key Challenges Shaina Raza Caesar Saleh Emrul Hasan Franklin Ogidi Maximus Powers Veronica Chatrath Marcelo Lotif Roya Javadi Anam Zahid Vahid Reza Khazaie 74 1 0 20 Feb 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 77 0 0 29 Jan 2025
Decoding News Bias: Multi Bias Detection in News Articles Bhushan Santosh Shah Deven Santosh Shah Vahida Attar 25 0 0 05 Jan 2025
Assessing the Impact of Conspiracy Theories Using Large Language Models Bohan Jiang Dawei Li Zhen Tan Xinyi Zhou Ashwin Rao Kristina Lerman H. Bernard Huan Liu 79 2 0 09 Dec 2024
Using GPT Models for Qualitative and Quantitative News Analytics in the 2024 US Presidental Election Process Bohdan M. Pavlyshenko 19 0 0 21 Oct 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness Shixuan Ma Quan Wang 19 2 0 25 Sep 2024
LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection Yifeng Wang Zhouhong Gu Siwei Zhang Suhang Zheng Tao Wang Tianyu Li Hongwei Feng Yanghua Xiao 24 0 0 03 Sep 2024
MegaFake: A Theory-Driven Dataset of Fake News Generated by Large Language Models Lionel Z. Wang Yiming Ma Renfei Gao Beichen Guo Han Zhu Wenqi Fan Zexin Lu Ka Chung Ng SyDa 20 2 0 19 Aug 2024
Model Attribution in LLM-Generated Disinformation: A Domain Generalization Approach with Supervised Contrastive Learning Alimohammad Beigi Zhen Tan Nivedh Mudiam Canyu Chen Kai Shu Huan Liu DeLMO 34 2 0 31 Jul 2024
Real-Time Summarization of Twitter Yixin Jin Meiqi Wang Meng Li Wenjing Zhou Yi Shen Hao Liu 19 1 0 11 Jul 2024
Generative Large Language Models in Automated Fact-Checking: A Survey Ivan Vykopal Matúš Pikuliak Simon Ostermann Marián Simko HILM 25 5 0 02 Jul 2024
Online Learning of Multiple Tasks and Their Relationships : Testing on Spam Email Data and EEG Signals Recorded in Construction Fields Yixin Jin Wenjing Zhou Meiqi Wang Meng Li Xintao Li Tianyu Hu 23 9 0 26 Jun 2024
Catching Chameleons: Detecting Evolving Disinformation Generated using Large Language Models Bohan Jiang Chengshuai Zhao Zhen Tan Huan Liu 23 2 0 26 Jun 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 64 7 0 21 Jun 2024
Seeing Through AI's Lens: Enhancing Human Skepticism Towards LLM-Generated Fake News Navid Ayoobi Sadat Shahriar Arjun Mukherjee DeLMO 35 1 0 20 Jun 2024
Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models Qiong Nan Qiang Sheng Juan Cao Beizhe Hu Danding Wang Jintao Li 25 8 0 26 May 2024
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 55 19 0 14 May 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
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges Yanshen Sun Jianfeng He Limeng Cui Shuo Lei Chang-Tien Lu 29 6 0 27 Mar 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 198 9 0 13 Mar 2024
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization Tharindu Kumarage Garima Agrawal Paras Sheth Raha Moraffah Amanat Chadha Joshua Garland Huan Liu DeLMO 29 6 0 02 Mar 2024
Large Language Models for Data Annotation: A Survey Zhen Tan Dawei Li Song Wang Alimohammad Beigi Bohan Jiang Amrita Bhattacharjee Mansooreh Karami Jundong Li Lu Cheng Huan Liu SyDa 42 44 0 21 Feb 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 68 27 0 16 Feb 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection Shangbin Feng Herun Wan Ningnan Wang Zhaoxuan Tan Minnan Luo Yulia Tsvetkov AAML DeLMO 14 14 0 01 Feb 2024
Prospects for inconsistency detection using large language models and sheaves Steve Huntsman Michael Robinson Ludmilla Huntsman 18 4 0 30 Jan 2024
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation Rongwu Xu Brian S. Lin Shujian Yang Tianqi Zhang Weiyan Shi Tianwei Zhang Zhixuan Fang Wei Xu Han Qiu 31 47 0 14 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng-Long Jiang 16 8 0 11 Dec 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
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022