Towards Fine-Grained Reasoning for Fake News Detection

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Towards Fine-Grained Reasoning for Fake News Detection

13 September 2021

Xing Xie

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Papers citing "Towards Fine-Grained Reasoning for Fake News Detection"

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Title
Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection Lingwei Wei Dou Hu Wei Zhou Zhaojuan Yue Songlin Hu 84 95 0 26 Jul 2021
The Surprising Performance of Simple Baselines for Misinformation Detection Kellin Pelrine Jacob Danovitch Reihaneh Rabbany 62 65 0 14 Apr 2021
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data Amila Silva Ling Luo S. Karunasekera C. Leckie 74 128 0 11 Feb 2021
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation Van-Hoang Nguyen Kazunari Sugiyama Preslav Nakov Min-Yen Kan GNN FedML 65 285 0 18 Aug 2020
GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media Yi-Ju Lu Cheng-Te Li GNN 114 393 0 24 Apr 2020
Interpretable Rumor Detection in Microblogs by Attending to User Interactions Ling Min Serena Khoo Hai Leong Chieu Zhong Qian Jing Jiang 65 197 0 29 Jan 2020
Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks Tian Bian Xi Xiao Tingyang Xu P. Zhao Wenbing Huang Yu Rong Junzhou Huang GNN 67 599 0 17 Jan 2020
Fine-grained Fact Verification with Kernel Graph Attention Network Zhenghao Liu Chenyan Xiong Maosong Sun Zhiyuan Liu 90 225 0 22 Oct 2019
Jointly embedding the local and global relations of heterogeneous graph for rumor detection Chunyuan Yuan Qianwen Ma Wei Zhou Jizhong Han Songlin Hu 199 141 0 10 Sep 2019
Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan M. Zhou Jiahai Wang Jian Yin HILM GNN 246 170 0 09 Sep 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 128 1,030 0 29 May 2019
Predict then Propagate: Graph Neural Networks meet Personalized PageRank Johannes Klicpera Aleksandar Bojchevski Stephan Günnemann GNN 222 1,691 0 14 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
DKN: Deep Knowledge-Aware Network for News Recommendation Hongwei Wang Fuzheng Zhang Xing Xie Minyi Guo 75 1,046 0 25 Jan 2018
Fake News Detection on Social Media: A Data Mining Perspective Kai Shu A. Sliva Suhang Wang Jiliang Tang Huan Liu GNN EgoV 87 2,781 0 07 Aug 2017
CSI: A Hybrid Deep Model for Fake News Detection Natali Ruchansky Sungyong Seo Yan Liu 66 929 0 20 Mar 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,260 0 22 Dec 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 257 6,784 0 03 Sep 2014