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

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

18 August 2020

Van-Hoang Nguyen

Kazunari Sugiyama

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

19 / 19 papers shown

Title
Graph-based Modeling of Online Communities for Fake News Detection Shantanu Chandra Pushkar Mishra H. Yannakoudakis Madhav Nimishakavi Marzieh Saeidi Ekaterina Shutova GNN 47 45 0 14 Aug 2020
Jointly embedding the local and global relations of heterogeneous graph for rumor detection Chunyuan Yuan Qianwen Ma Wei Zhou Jizhong Han Songlin Hu 190 142 0 10 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 370 24,160 0 26 Jul 2019
Fake News Detection on Social Media using Geometric Deep Learning Federico Monti Fabrizio Frasca D. Eynard Damon Mannion M. Bronstein GNN 76 462 0 10 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 853 93,936 0 11 Oct 2018
Predicting Factuality of Reporting and Bias of News Media Sources R. Baly Georgi Karadzhov D. Alexandrov James R. Glass Preslav Nakov 45 235 0 02 Oct 2018
Multi-view Models for Political Ideology Detection of News Articles Vivek Kulkarni Junting Ye Steven Skiena William Yang Wang 30 71 0 10 Sep 2018
Automated Fact Checking: Task formulations, methods and future directions James Thorne Andreas Vlachos 44 280 0 20 Jun 2018
Automatic Stance Detection Using End-to-End Memory Networks Mitra Mohtarami R. Baly James R. Glass Preslav Nakov Lluís Màrquez i Villodre Alessandro Moschitti 47 123 0 20 Apr 2018
Discourse-Aware Rumour Stance Classification in Social Media Using Sequential Classifiers A. Zubiaga E. Kochkina Maria Liakata Rob Procter Michal Lukasik Kalina Bontcheva Trevor Cohn Isabelle Augenstein BDL 44 144 0 06 Dec 2017
Fake News Detection on Social Media: A Data Mining Perspective Kai Shu A. Sliva Suhang Wang Jiliang Tang Huan Liu GNN EgoV 68 2,766 0 07 Aug 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 364 15,066 0 07 Jun 2017
SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours Leon Derczynski Kalina Bontcheva Maria Liakata Rob Procter Geraldine Wong Sak Hoi A. Zubiaga HILM 33 348 0 20 Apr 2017
CSI: A Hybrid Deep Model for Fake News Detection Natali Ruchansky Sungyong Seo Yan Liu 39 924 0 20 Mar 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 480 3,264 0 24 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 414 28,795 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 145 10,800 0 03 Jul 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 297 7,942 0 17 Aug 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 204 9,735 0 26 Mar 2014