Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection

21 September 2023

Papers citing "Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection"

28 / 28 papers shown

Title
Robust Misinformation Detection by Visiting Potential Commonsense Conflict Bing Wang Ximing Li C. Li Bingrui Zhao Bo Fu Renchu Guan Shengsheng Wang 41 0 0 30 Apr 2025
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs Yingming Zheng Xiaoliang Liu Peng Wu Li Pan LRM 21 0 0 21 Apr 2025
Exploring Modality Disruption in Multimodal Fake News Detection Moyang Liu Kaiying Yan Yukun Liu Ruibo Fu Zhengqi Wen Xuefei Liu Chenxing Li 24 0 0 12 Apr 2025
Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection Ziyi Zhou Xiaoming Zhang Shenghan Tan Litian Zhang Chaozhuo Li 41 0 0 27 Mar 2025
Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection Chaowei Zhang Zongling Feng Zewei Zhang Jipeng Qiang Guandong Xu Yun Li LRM 57 0 0 12 Mar 2025
Evaluating open-source Large Language Models for automated fact-checking Nicoló Fontana Francesco Corso Enrico Zuccolotto Francesco Pierri HILM 47 0 0 07 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
MTPareto: A MultiModal Targeted Pareto Framework for Fake News Detection Kaiying Yan Moyang Liu Yukun Liu Ruibo Fu Zhengqi Wen J. Tao Xuefei Liu Guanjun Li 31 0 0 12 Jan 2025
Real-time Fake News from Adversarial Feedback Sanxing Chen Yukun Huang Bhuwan Dhingra 29 0 0 31 Dec 2024
Evaluating the Performance of Large Language Models in Scientific Claim Detection and Classification Tanjim Bin Faruk 64 0 0 21 Dec 2024
GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection Lingzhi Shen Yunfei Long Xiaohao Cai Imran Razzak Guanming Chen Kang Liu Shoaib Jameel MoE 67 3 0 11 Dec 2024
AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection Xiaoman Xu Xiangrun Li Taihang Wang Ye Jiang 29 1 0 21 Oct 2024
QuestGen: Effectiveness of Question Generation Methods for Fact-Checking Applications Rivik Setty Vinay Setty 30 3 0 31 Jul 2024
Large Visual-Language Models Are Also Good Classifiers: A Study of In-Context Multimodal Fake News Detection Ye Jiang Yimin Wang MLLM 34 1 0 16 Jul 2024
Seeing Through AI's Lens: Enhancing Human Skepticism Towards LLM-Generated Fake News Navid Ayoobi Sadat Shahriar Arjun Mukherjee DeLMO 33 1 0 20 Jun 2024
Putting GPT-4o to the Sword: A Comprehensive Evaluation of Language, Vision, Speech, and Multimodal Proficiency Sakib Shahriar Brady Lund Nishith Reddy Mannuru Muhammad Arbab Arshad Kadhim Hayawi Ravi Varma Kumar Bevara Aashrith Mannuru Laiba Batool LM&MA MLLM ELM 56 44 0 19 Jun 2024
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection Sungwon Park Sungwon Han Xing Xie Jae-Gil Lee Meeyoung Cha 39 1 0 17 Jun 2024
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction Guangyao Lu Yulin Liu 22 0 0 21 May 2024
Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom Bo Wang Jing Ma Hongzhan Lin Zhiwei Yang Ruichao Yang Yuan Tian Yi-Ju Chang AAML 32 29 0 06 May 2024
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model Zhiwei Liu Boyang Liu Paul Thompson Kailai Yang Sophia Ananiadou 14 3 0 11 Mar 2024
Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights Zijie Zeng Shiqi Liu Lele Sha Zhuang Li Kaixun Yang Sannyuya Liu Dragan Gavsević Guanliang Chen DeLMO 29 0 0 06 Mar 2024
Bangla AI: A Framework for Machine Translation Utilizing Large Language Models for Ethnic Media Md. Ashraful Goni Fahad Mostafa Kerk F. Kee 27 1 0 21 Feb 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection Hui Liu Wenya Wang Haoru Li Haoliang Li 28 3 0 12 Feb 2024
Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation Tyler Vergho Jean-Francois Godbout Reihaneh Rabbany Kellin Pelrine 11 8 0 12 Jan 2024
Exploiting User Comments for Early Detection of Fake News Prior to Users' Commenting Qiong Nan Qiang Sheng Juan Cao Yongchun Zhu Danding Wang Guang Yang Jintao Li Kai Shu 23 8 0 16 Oct 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 74 85 0 15 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 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