FANG: Leveraging Social Context for Fake News Detection Using Graph Representation

18 August 2020

Papers citing "FANG: Leveraging Social Context for Fake News Detection Using Graph Representation"

39 / 39 papers shown

Title
Heterogeneous Subgraph Transformer for Fake News Detection Yuchen Zhang Xiaoxia Ma Jia Wu Jian Yang Hao Fan 40 12 0 19 Apr 2024
RELIANCE: Reliable Ensemble Learning for Information and News Credibility Evaluation Majid Ramezani Hamed Mohammad-Shahi Mahshid Daliry Soroor Rahmani Amir-Hosein Asghari 39 2 0 17 Jan 2024
GRAM: An Interpretable Approach for Graph Anomaly Detection using Gradient Attention Maps Yifei Yang Peng Wang Xiaofan He Dongmian Zou 24 5 0 10 Nov 2023
Adapting Fake News Detection to the Era of Large Language Models Jinyan Su Claire Cardie Preslav Nakov DeLMO 40 18 0 02 Nov 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
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 31 81 0 21 Sep 2023
Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yongchun Zhu Danding Wang Zhengjia Wang Zhiwei Jin 31 22 0 26 Jun 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu A. Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 52 116 0 22 May 2023
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing Qiang Liu Jun Wu Shu Wu Liang Wang OODD CML 27 11 0 25 Apr 2023
Leveraging Social Interactions to Detect Misinformation on Social Media Tommaso Fornaciari Luca Luceri Emilio Ferrara Dirk Hovy 24 2 0 06 Apr 2023
A Meta Path-based Approach for Rumor Detection on Social Media Bita Azarijoo Mostafa Salehi S. Najari 19 1 0 11 Jan 2023
Exploring Fake News Detection with Heterogeneous Social Media Context Graphs Gregor Donabauer Udo Kruschwitz GNN EgoV 30 9 0 13 Dec 2022
LAMBRETTA: Learning to Rank for Twitter Soft Moderation Pujan Paudel Jeremy Blackburn Emiliano De Cristofaro Savvas Zannettou Gianluca Stringhini 17 11 0 12 Dec 2022
Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges Jing Ren Feng Xia Azadeh Noori Hoshyar Charu C. Aggarwal 42 26 0 11 Dec 2022
Multiverse: Multilingual Evidence for Fake News Detection Daryna Dementieva Mikhail Kuimov Alexander Panchenko 36 4 0 25 Nov 2022
Overview of the WANLP 2022 Shared Task on Propaganda Detection in Arabic Firoj Alam Hamdy Mubarak Wajdi Zaghouani Giovanni Da San Martino Preslav Nakov 34 55 0 18 Nov 2022
CrowdChecked: Detecting Previously Fact-Checked Claims in Social Media Momchil Hardalov Anton Chernyavskiy Ivan Koychev Dmitry Ilvovsky Preslav Nakov HAI 35 15 0 10 Oct 2022
Probing Spurious Correlations in Popular Event-Based Rumor Detection Benchmarks Jiaying Wu Bryan Hooi 28 5 0 19 Sep 2022
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification Karish Grover S. Angara Md. Shad Akhtar Tanmoy Chakraborty 26 12 0 15 Sep 2022
Memory-Guided Multi-View Multi-Domain Fake News Detection Yongchun Zhu Qiang Sheng Juan Cao Qiong Nan Kai Shu Ming-hui Wu Jindong Wang Fuzhen Zhuang 37 74 0 26 Jun 2022
DISARM: Detecting the Victims Targeted by Harmful Memes Shivam Sharma Md. Shad Akhtar Preslav Nakov Tanmoy Chakraborty 24 29 0 11 May 2022
Zoom Out and Observe: News Environment Perception for Fake News Detection Qiang Sheng Juan Cao Xueyao Zhang Rundong Li Danding Wang Yongchun Zhu EgoV 17 70 0 21 Mar 2022
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims Qiang Sheng Juan Cao Xueyao Zhang Xirong Li L. Zhong KELM 25 27 0 20 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 27 3 0 13 Dec 2021
Fake News Detection Tools and Methods -- A Review Sakshini Hangloo B. Arora EgoV 13 17 0 21 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 34 38 0 05 Nov 2021
Cross-lingual COVID-19 Fake News Detection Jiangshu Du Yingtong Dou Congying Xia Limeng Cui Jing Ma Philip S. Yu 34 36 0 13 Oct 2021
Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning Qiang Sheng Xueyao Zhang Juan Cao L. Zhong GNN 19 52 0 23 Sep 2021
Overview of the CLEF--2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News Preslav Nakov Giovanni Da San Martino Tamer Elsayed Alberto Barrón-Cedeño Rubén Míguez ... Gautam Kishore Shahi Julia Maria Struß Thomas Mandl Mucahid Kutlu Yavuz Selim Kartal 79 92 0 23 Sep 2021
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document Shaden Shaar Nikola Georgiev Firoj Alam Giovanni Da San Martino Aisha Mohamed Preslav Nakov HILM 75 26 0 14 Sep 2021
Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information Jian Cui Kwanwoo Kim S. Na Seung-Eui Shin 30 25 0 13 Sep 2021
Supervised Contrastive Learning for Multimodal Unreliable News Detection in COVID-19 Pandemic Wenjia Zhang Lin Gui Yulan He 33 32 0 04 Sep 2021
Interpretable Propaganda Detection in News Articles Seunghak Yu Giovanni Da San Martino Mitra Mohtarami James R. Glass Preslav Nakov 23 29 0 29 Aug 2021
Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection Lingwei Wei Dou Hu Wei Zhou Zhaojuan Yue Songlin Hu 22 94 0 26 Jul 2021
DEAP-FAKED: Knowledge Graph based Approach for Fake News Detection Mohit Mayank Shakshi Sharma Rajesh Sharma GNN 14 51 0 04 Jul 2021
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning Xiaoxiao Ma Jia Wu Shan Xue Jian Yang Chuan Zhou Quan Z. Sheng Hui Xiong Leman Akoglu GNN AI4TS 48 539 0 14 Jun 2021
Jointly embedding the local and global relations of heterogeneous graph for rumor detection Chunyuan Yuan Qianwen Ma Wei Zhou Jizhong Han Songlin Hu 174 141 0 10 Sep 2019
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 264 3,246 0 24 Nov 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 220 7,930 0 17 Aug 2015