Rumour detection using graph neural network and oversampling in benchmark Twitter dataset

20 December 2022

Papers citing "Rumour detection using graph neural network and oversampling in benchmark Twitter dataset"

20 / 20 papers shown

Title
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification D. Zhu Michael A. Hedderich Fangzhou Zhai David Ifeoluwa Adelani Dietrich Klakow NoLa 65 33 0 20 Apr 2022
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning Ruichao Yang Jing Ma Hongzhan Lin Wei Gao 47 32 0 06 Apr 2022
Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks Hongzhan Lin Jing Ma Mingfei Cheng Zhiwei Yang Liangliang Chen Guang Chen 71 65 0 09 Oct 2021
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 206 280 0 05 Oct 2021
Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection Lingwei Wei Dou Hu Wei Zhou Zhaojuan Yue Songlin Hu 69 95 0 26 Jul 2021
BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen Thanh Tien Vu A. Nguyen VLM 87 917 0 20 May 2020
RP-DNN: A Tweet level propagation context based deep neural networks for early rumor detection in Social Media Jie Gao Sooji Han Xingyi Song F. Ciravegna 50 20 0 28 Feb 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 64 599 0 17 Jan 2020
Rumor Detection on Social Media: Datasets, Methods and Opportunities Quanzhi Li Qiong Zhang Luo Si Yingchi Liu 104 54 0 17 Nov 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity Penghui Wei Nan Xu Wenji Mao 90 73 0 18 Sep 2019
Neural Language Model Based Training Data Augmentation for Weakly Supervised Early Rumor Detection Sooji Han Jie Gao F. Ciravegna 41 22 0 16 Jul 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 226 4,339 0 06 Mar 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 759 8,526 0 03 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,515 0 20 Dec 2018
All-in-one: Multi-task Learning for Rumour Verification E. Kochkina Maria Liakata A. Zubiaga 48 224 0 10 Jun 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 479 20,138 0 30 Oct 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 211 2,367 0 15 Oct 2017
Detection and Resolution of Rumours in Social Media: A Survey A. Zubiaga Ahmet Aker Kalina Bontcheva Maria Liakata Rob Procter 76 806 0 03 Apr 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 617 29,051 0 09 Sep 2016
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 674 31,489 0 16 Jan 2013