v1v2 (latest)

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

AAAI Conference on Artificial Intelligence (AAAI), 2023

21 September 2023

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

38 / 38 papers shown

Title
Towards Unified Multimodal Misinformation Detection in Social Media: A Benchmark Dataset and Baseline Haiyang Li Yaxiong Wang Lianwei Wu Lechao Cheng Lechao Cheng Zhun Zhong 122 0 0 30 Sep 2025
Toxicity in Online Platforms and AI Systems: A Survey of Needs, Challenges, Mitigations, and Future DirectionsExpert systems with applications (ESWA), 2025 Smita Khapre Melkamu Mersha Hassan Shakil Jonali Baruah Jugal Kalita 76 1 0 29 Sep 2025
DiFaR: Enhancing Multimodal Misinformation Detection with Diverse, Factual, and Relevant Rationales Herun Wan Jiaying Wu Minnan Luo Xiangzheng Kong Zihan Ma Zhi Zeng 84 1 0 14 Aug 2025
Are Today's LLMs Ready to Explain Well-Being Concepts? Bohan Jiang Dawei Li Zhen Tan Chengshuai Zhao Huan Liu AI4MH 129 0 0 06 Aug 2025
Hallucination to Truth: A Review of Fact-Checking and Factuality Evaluation in Large Language Models Subhey Sadi Rahman M. Islam Md. Mahbub Alam Musarrat Zeba M. R Sadia Sultana Chowa M. R Sami Azam HILM LRM 165 4 0 05 Aug 2025
The SMeL Test: A simple benchmark for media literacy in language models Gustaf Ahdritz Anat Kleiman 189 0 0 04 Aug 2025
Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection Ziyi Zhou Xiaoming Zhang Litian Zhang Yibo Zhang Zhenyu Guan Chaozhuo Li Philip S. Yu 205 0 0 05 Jun 2025
FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Xuan Xu Fufang Wen Beilin Chu Zhibing Fu Qinhong Lin Jiaqi Liu Binjie Fei Zhongliang Yang Linna Zhou Yu Li 171 4 0 31 May 2025
CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Fanxiao Li Jiaying Wu Canyuan He Wei Zhou LRM 242 2 0 29 May 2025
How does Misinformation Affect Large Language Model Behaviors and Preferences?Annual Meeting of the Association for Computational Linguistics (ACL), 2025 Miao Peng Polydoros Giannouris Jianheng Tang Jia Li 116 0 0 27 May 2025
The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake NewsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Yuhan Liu Wenshu Fan Xiaoqing Zhang Xiuying Chen Rui Yan LLMAG 299 15 0 13 May 2025
LM-Scout: Analyzing the Security of Language Model Integration in Android Apps Muhammad Ibrahim Gűliz Seray Tuncay Z. Berkay Celik Aravind Machiry Antonio Bianchi 226 0 0 13 May 2025
Robust Misinformation Detection by Visiting Potential Commonsense ConflictInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Bing Wang Ximing Li C. Li Bingrui Zhao Bo Fu Renchu Guan Shengsheng Wang 184 1 0 30 Apr 2025
LLM-Generated Fake News Induces Truth Decay in News Ecosystem: A Case Study on Neural News RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Beizhe Hu Qiang Sheng Juan Cao Yang Li Danding Wang 990 7 0 28 Apr 2025
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs Yingming Zheng Xiaoliang Liu Peng Wu Li Pan LRM 189 1 0 21 Apr 2025
Exploring Modality Disruption in Multimodal Fake News Detection Moyang Liu Kaiying Yan Yukun Liu Ruibo Fu Zhengqi Wen Zhengqi Wen Chenxing Li 322 1 0 12 Apr 2025
Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News DetectionAAAI Conference on Artificial Intelligence (AAAI), 2025 Ziyi Zhou Xiaoming Zhang Shenghan Tan Litian Zhang Chaozhuo Li 263 2 0 27 Mar 2025
Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News DetectionAAAI Conference on Artificial Intelligence (AAAI), 2025 Chaowei Zhang Zongling Feng Zewei Zhang Jipeng Qiang Guandong Xu Yun Li LRM 185 3 0 12 Mar 2025
Evaluating open-source Large Language Models for automated fact-checking Nicoló Fontana Francesco Corso Enrico Zuccolotto Francesco Pierri HILM 228 5 0 07 Mar 2025
MTPareto: A MultiModal Targeted Pareto Framework for Fake News DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Kaiying Yan Moyang Liu Yukun Liu Ruibo Fu Zhengqi Wen Jianhua Tao Zhengqi Wen Guanjun Li 229 1 0 12 Jan 2025
ViLBias: Detecting and Reasoning about Bias in Multimodal Content Shaina Raza Caesar Saleh Emrul Hasan Franklin Ogidi Franklin Ogidi ... Roya Javadi Haad Zahid Anam Zahid Vahid Reza Khazaie Zhenyu Yu 497 1 0 22 Dec 2024
Evaluating the Performance of Large Language Models in Scientific Claim Detection and Classification Tanjim Bin Faruk 162 0 0 21 Dec 2024
GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News DetectionWeb Search and Data Mining (WSDM), 2024 Lingzhi Shen Yunfei Long Xiaohao Cai Imran Razzak Guanming Chen Kang Liu Shoaib Jameel MoE 313 16 0 11 Dec 2024
AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News DetectionConference on Multimedia Modeling (MMM), 2024 Xiaoman Xu Xiangrun Li Taihang Wang Ye Jiang 254 5 0 21 Oct 2024
Real-time Factuality Assessment from Adversarial FeedbackAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Sanxing Chen Yukun Huang Bhuwan Dhingra 224 0 0 18 Oct 2024
QuestGen: Effectiveness of Question Generation Methods for Fact-Checking Applications Rivik Setty Vinay Setty 252 7 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 407 3 0 16 Jul 2024
Seeing Through AI's Lens: Enhancing Human Skepticism Towards LLM-Generated Fake News Navid Ayoobi Sadat Shahriar Arjun Mukherjee DeLMO 138 6 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 183 115 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 235 2 0 17 Jun 2024
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction Guangyao Lu Yulin Liu 286 0 0 21 May 2024
Explainable Fake News Detection With Large Language Model via Defense Among Competing WisdomThe Web Conference (WWW), 2024 Bo Wang Jing Ma Hongzhan Lin Zhiwei Yang Ruichao Yang Yuan Tian Yi-Ju Chang AAML 291 70 0 06 May 2024
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language ModelEuropean Conference on Artificial Intelligence (ECAI), 2024 Shanshan Yang Boyang Liu Paul Thompson Kailai Yang Sophia Ananiadou 209 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 402 18 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 382 2 0 21 Feb 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection Hui Liu Wenya Wang Haoru Li Haoliang Li 174 10 0 12 Feb 2024
Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation Tyler Vergho Jean-Francois Godbout Reihaneh Rabbany Kellin Pelrine 235 11 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 248 12 0 16 Oct 2023