Fake News Detection on Social Media: A Data Mining Perspective

7 August 2017

Huan Liu

Papers citing "Fake News Detection on Social Media: A Data Mining Perspective"

50 / 396 papers shown

Title
Blessing or curse? A survey on the Impact of Generative AI on Fake News Alexander Loth Martin Kappes Marc-Oliver Pahl 43 5 0 03 Apr 2024
Safeguarding Marketing Research: The Generation, Identification, and Mitigation of AI-Fabricated Disinformation Anirban Mukherjee 37 4 0 17 Mar 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 208 96 0 13 Mar 2024
SocialPET: Socially Informed Pattern Exploiting Training for Few-Shot Stance Detection in Social Media Parisa Jamadi Khiabani A. Zubiaga 39 1 0 08 Mar 2024
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling Chao-Wei Huang †. Chen-AnLi †. Tsu-YuanHsu Chen-Yu Hsu Yun-Nung Chen RALM 42 1 0 06 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish R. Çekinel Pinar Senkul Çağrı Çöltekin 34 1 0 01 Mar 2024
Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media Jiajun Zhang Zhixun Li Qiang Liu Shu Wu Liang Wang 40 1 0 29 Feb 2024
HearHere: Mitigating Echo Chambers in News Consumption through an AI-based Web System Youngseung Jeon Jaehoon Kim Sohyun Park Yun-kyoung Ko Seongeun Ryu Sang-Wook Kim Kyungsik Han 41 5 0 28 Feb 2024
Viblio: Introducing Credibility Signals and Citations to Video-Sharing Platforms Emelia Hughes Renee Wang Prerna Juneja Tony W. Li Tanushree Mitra Amy X. Zhang 29 5 0 27 Feb 2024
SoMeLVLM: A Large Vision Language Model for Social Media Processing Xinnong Zhang Haoyu Kuang Xinyi Mou Hanjia Lyu Kun Wu Siming Chen Jiebo Luo Xuanjing Huang Zhongyu Wei MLLM 36 5 0 20 Feb 2024
Detecting misinformation through Framing Theory: the Frame Element-based Model Guan-Hua Wang Rebecca Frederick Jinglong Duan William Wong V. Rupar Weihua Li Quan-wei Bai 35 2 0 19 Feb 2024
MSynFD: Multi-hop Syntax aware Fake News Detection Liang Xiao Qi Zhang Chongyang Shi Shoujin Wang Usman Naseem Liang Hu 25 11 0 18 Feb 2024
LOSS-GAT: Label Propagation and One-Class Semi-Supervised Graph Attention Network for Fake News Detection Batool Lakzaei M. H. Chehreghani Alireza Bagheri 27 1 0 13 Feb 2024
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach R. Çekinel Pinar Senkul AAML 41 3 0 09 Feb 2024
News Source Credibility Assessment: A Reddit Case Study Arash Amini Yigit E. Bayiz Ashwin Ram R. Marculescu Ufuk Topcu 36 2 0 07 Feb 2024
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation Fatma Shalabi H. Nguyen Hichem Felouat Ching-Chun Chang Isao Echizen 40 5 0 29 Jan 2024
Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning Xiaofei Xu Ke Deng Michael Dann Xiuzhen Zhang 29 4 0 28 Jan 2024
Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection Wei-Yao Wang Yu-Chieh Chang Wenjie Peng 27 0 0 27 Jan 2024
Ta'keed: The First Generative Fact-Checking System for Arabic Claims Saud Althabiti M. Alsalka Eric Atwell 51 3 0 25 Jan 2024
Controlling the Misinformation Diffusion in Social Media by the Effect of Different Classes of Agents Ali Khodabandeh Yalabadi Mehdi Yazdani-Jahromi Sina Abdidizaji Ivan Garibay O. Garibay 15 1 0 21 Jan 2024
Combining Confidence Elicitation and Sample-based Methods for Uncertainty Quantification in Misinformation Mitigation Mauricio Rivera Jean-François Godbout Reihaneh Rabbany Kellin Pelrine HILM 29 9 0 13 Jan 2024
Fighting Fire with Fire: Adversarial Prompting to Generate a Misinformation Detection Dataset Shrey Satapara Parth Mehta Debasis Ganguly Sandip J Modha 37 0 0 09 Jan 2024
Understanding News Creation Intents: Frame, Dataset, and Method Zhengjia Wang Danding Wang Qiang Sheng Juan Cao Silong Su Yifan Sun Beizhe Hu Siyuan Ma 31 5 0 27 Dec 2023
A Revisit of Fake News Dataset with Augmented Fact-checking by ChatGPT Zizhong Li Haopeng Zhang Jiawei Zhang 61 5 0 19 Dec 2023
Detecting Rumor Veracity with Only Textual Information by Double-Channel Structure Alex G. Kim Sangwon Yoon 20 4 0 06 Dec 2023
Dual-Teacher De-biasing Distillation Framework for Multi-domain Fake News Detection Jiayang Li Xuan Feng Tianlong Gu Liang Chang 31 2 0 02 Dec 2023
Analyzing the Impact of Fake News on the Anticipated Outcome of the 2024 Election Ahead of Time Shaina Raza Mizanur Rahman Shardul Ghuge 33 1 0 01 Dec 2023
Can Large Language Models Understand Content and Propagation for Misinformation Detection: An Empirical Study Mengyang Chen Lingwei Wei Han Cao Wei Zhou Song Hu 21 6 0 21 Nov 2023
To Tell The Truth: Language of Deception and Language Models Sanchaita Hazra Bodhisattwa Prasad Majumder HILM 11 4 0 13 Nov 2023
Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models Simon Stepputtis Joseph Campbell Yaqi Xie Zhengyang Qi W. Zhang Ruiyi Wang Sanketh Rangreji Michael Lewis Katia Sycara LLMAG 37 8 0 09 Nov 2023
Profiling Irony & Stereotype: Exploring Sentiment, Topic, and Lexical Features Tibor L. R. Krols Marie Mortensen Ninell Oldenburg 14 1 0 08 Nov 2023
A New Korean Text Classification Benchmark for Recognizing the Political Intents in Online Newspapers Beomjune Kim Eunsun Lee Dongbin Na 25 0 0 03 Nov 2023
Identifying Conspiracy Theories News based on Event Relation Graph Yuanyuan Lei Ruihong Huang NAI 13 6 0 28 Oct 2023
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom Ruichao Yang Wei Gao Jing Ma Hongzhan Lin Zhiwei Yang 32 5 0 25 Oct 2023
Language Models Hallucinate, but May Excel at Fact Verification Jian Guan Jesse Dodge David Wadden Minlie Huang Hao Peng LRM HILM 40 28 0 23 Oct 2023
The effect of stemming and lemmatization on Portuguese fake news text classification Lucca de Freitas Santos Murilo Varges da Silva 16 0 0 17 Oct 2023
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks Jiaying Wu Bryan Hooi 41 56 0 16 Oct 2023
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 52 8 0 16 Oct 2023
GRaMuFeN: Graph-based Multi-modal Fake News Detection in Social Media Makan Kananian Fatima Badiei S. A. G. Ghahramani 22 4 0 11 Oct 2023
FakeGPT: Fake News Generation, Explanation and Detection of Large Language Models Yue Huang Lichao Sun 35 6 0 08 Oct 2023
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection Jiaying Wu Xinyu Chen Haobin Yang Qi Zhao Yuhui Shi AAML 27 11 0 28 Sep 2023
Disinformation Detection: An Evolving Challenge in the Age of LLMs Qinglong Cao Yuntian Chen Ayushi Nirmal Xiaokang Yang DeLMO 53 52 0 25 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation and Beyond Rui Shao Tianxing Wu Jianlong Wu Liqiang Nie Ziwei Liu 26 22 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 41 159 0 25 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 36 81 0 21 Sep 2023
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets Yida Mu Xingyi Song Kalina Bontcheva Nikolaos Aletras 35 3 0 20 Sep 2023
RMDM: A Multilabel Fakenews Dataset for Vietnamese Evidence Verification Hai-Long Nguyen Thi-Kieu-Trang Pham Thai-Son Le Tan-Minh Nguyen Thi-Hai-Yen Vuong Nguyen Ha Thanh 34 0 0 16 Sep 2023
Investigating Online Financial Misinformation and Its Consequences: A Computational Perspective Aman Rangapur Haoran Wang Kai Shu AIFin 22 11 0 06 Sep 2023
False Information, Bots and Malicious Campaigns: Demystifying Elements of Social Media Manipulations Mohammad Majid Akhtar Rahat Masood Muhammad Ikram S. Kanhere 30 7 0 24 Aug 2023
Open, Closed, or Small Language Models for Text Classification? Hao Yu Zachary Yang Kellin Pelrine Jean Francois Godbout Reihaneh Rabbany 25 30 0 19 Aug 2023