GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media

24 April 2020

Papers citing "GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media"

43 / 43 papers shown

Title
Detecting Manipulated Contents Using Knowledge-Grounded Inference Mark Huasong Meng Ruizhe Wang Meng Xu Chuan Yan Guangdong Bai 47 0 0 29 Apr 2025
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information Ruichao Yang Jing Ma Wei Gao Hongzhan Lin 68 0 0 13 Feb 2025
Anomaly Detection in Graph Structured Data: A Survey Prabin B. Lamichhane William Eberle 41 3 0 10 May 2024
Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations Gregor Donabauer Udo Kruschwitz GNN AI4CE 40 1 0 28 Feb 2024
Adversarial Attacks on Fairness of Graph Neural Networks Binchi Zhang Yushun Dong Chen Chen Yada Zhu Minnan Luo Jundong Li 50 3 0 20 Oct 2023
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets Yida Mu Xingyi Song Kalina Bontcheva Nikolaos Aletras 30 3 0 20 Sep 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 25 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
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network Sreyan Ghosh Manan Suri Purva Chiniya Utkarsh Tyagi Sonal Kumar Dinesh Manocha 27 13 0 02 Mar 2023
Entity-Aware Dual Co-Attention Network for Fake News Detection Sin-Han Yang Chung-Chi Chen Hen-Hsen Huang Hsin-Hsi Chen 32 7 0 07 Feb 2023
It's about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits Yida Mu Kalina Bontcheva Nikolaos Aletras 23 19 0 06 Feb 2023
A Meta Path-based Approach for Rumor Detection on Social Media Bita Azarijoo Mostafa Salehi S. Najari 19 1 0 11 Jan 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 32 61 0 08 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
A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection Zhiwei Yang Jing Ma Hechang Chen Hongzhan Lin Ziyang Luo Yi-Ju Chang 27 11 0 29 Sep 2022
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification Karish Grover S. Angara Md. Shad Akhtar Tanmoy Chakraborty 16 12 0 15 Sep 2022
SoK: Content Moderation in Social Media, from Guidelines to Enforcement, and Research to Practice Mohit Singhal Chen Ling Pujan Paudel Poojitha Thota Nihal Kumarswamy Gianluca Stringhini Shirin Nilizadeh 75 28 0 29 Jun 2022
Region-enhanced Deep Graph Convolutional Networks for Rumor Detection Ge Wang Li Tan Tianbao Song Wen Wang Ziliang Shang GNN 45 1 0 15 Jun 2022
Trustworthy Graph Neural Networks: Aspects, Methods and Trends He Zhang Bang Wu Xingliang Yuan Shirui Pan Hanghang Tong Jian Pei 45 104 0 16 May 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 36 60 0 14 May 2022
Fake News Detection with Heterogeneous Transformer Tianle Li Yushi Sun Shang-ling Hsu Yanjia Li Raymond Chi-Wing Wong 29 3 0 06 May 2022
Characterizing Multi-Domain False News and Underlying User Effects on Chinese Weibo Qiang Sheng Juan Cao H. Bernard Kai Shu Jintao Li Huan Liu 40 26 0 06 May 2022
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning Ruichao Yang Jing Ma Hongzhan Lin Wei Gao 19 32 0 06 Apr 2022
A General Survey on Attention Mechanisms in Deep Learning Gianni Brauwers Flavius Frasincar 31 298 0 27 Mar 2022
Deep Graph Learning for Anomalous Citation Detection Jiaying Liu Feng Xia Xu Feng Jing Ren Huan Liu 24 41 0 23 Feb 2022
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 27 3 0 13 Dec 2021
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing Shailza Jolly Pepa Atanasova Isabelle Augenstein 36 13 0 13 Dec 2021
Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks Hongzhan Lin Jing Ma Mingfei Cheng Zhiwei Yang Liangliang Chen Guang Chen 37 64 0 09 Oct 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
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 29 460 0 26 Aug 2021
Automatic Detection of COVID-19 Vaccine Misinformation with Graph Link Prediction Maxwell Weinzierl S. Harabagiu 6 29 0 04 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 93 0 26 Jul 2021
DEAP-FAKED: Knowledge Graph based Approach for Fake News Detection Mohit Mayank Shakshi Sharma Rajesh Sharma GNN 11 50 0 04 Jul 2021
Multimodal Emergent Fake News Detection via Meta Neural Process Networks Yaqing Wang Fenglong Ma Haoyu Wang Kishlay Jha Jing Gao 27 60 0 22 Jun 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 43 539 0 14 Jun 2021
Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Rada Mihalcea 32 14 0 27 Apr 2021
User Preference-aware Fake News Detection Yingtong Dou Kai Shu Congyin Xia Philip S. Yu Lichao Sun 19 247 0 25 Apr 2021
Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification Libo Qin Zhouyang Li Wanxiang Che Minheng Ni Ting Liu 36 65 0 24 Dec 2020
Explainable Automated Fact-Checking: A Survey Neema Kotonya Francesca Toni 8 113 0 07 Nov 2020
Biased TextRank: Unsupervised Graph-Based Content Extraction Ashkan Kazemi Verónica Pérez-Rosas Rada Mihalcea 25 30 0 02 Nov 2020