All-in-one: Multi-task Learning for Rumour Verification

10 June 2018

Papers citing "All-in-one: Multi-task Learning for Rumour Verification"

36 / 36 papers shown

Title
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 45 1 0 28 Feb 2024
CMA-R:Causal Mediation Analysis for Explaining Rumour Detection Lin Tian Xiuzhen Zhang Jey Han Lau 37 0 0 13 Feb 2024
Detecting Rumor Veracity with Only Textual Information by Double-Channel Structure Alex G. Kim Sangwon Yoon 28 4 0 06 Dec 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 42 24 0 26 Jun 2023
Bike Frames: Understanding the Implicit Portrayal of Cyclists in the News Xingmeng Zhao Dan Schumacher Sashank Nalluri Xavier Walton Suhana Shrestha Anthony Rios 34 2 0 15 Jan 2023
Rumour detection using graph neural network and oversampling in benchmark Twitter dataset Shaswat Patel Prince Bansal Preeti Kaur 28 2 0 20 Dec 2022
Stanceosaurus: Classifying Stance Towards Multilingual Misinformation Jonathan Zheng Ashutosh Baheti Tarek Naous Wei Xu Alan Ritter 50 12 0 28 Oct 2022
Probing Spurious Correlations in Popular Event-Based Rumor Detection Benchmarks Jiaying Wu Bryan Hooi 80 5 0 19 Sep 2022
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning Ruichao Yang Jing Ma Hongzhan Lin Wei Gao 35 32 0 06 Apr 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 45 73 0 21 Mar 2022
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset Dan Saattrup Nielsen Ryan McConville 32 75 0 23 Feb 2022
Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding Ranjan Satapathy Shweta Pardeshi Min Zhang 14 18 0 14 Jan 2022
Multi-View Active Learning for Short Text Classification in User-Generated Data Payam Karisani Negin Karisani Li Xiong VLM 31 4 0 05 Dec 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 57 38 0 05 Nov 2021
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions I. Alsmadi Kashif Ahmad Mahmoud Nazzal Firoj Alam Ala I. Al-Fuqaha Abdallah Khreishah A. Algosaibi AAML 37 16 0 26 Oct 2021
SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking Panayiotis Smeros Carlos Castillo Karl Aberer 36 11 0 25 Oct 2021
Rumour Detection via Zero-shot Cross-lingual Transfer Learning Lin Tian Xiuzhen Zhang Jey Han Lau 46 13 0 27 Sep 2021
Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning Qiang Sheng Xueyao Zhang Juan Cao L. Zhong GNN 24 52 0 23 Sep 2021
Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claims Ipek Baris Schlicht Erhan Sezerer Selma Tekir Oul Han Zeyd Boukhers 35 0 0 08 Aug 2021
Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection Lingwei Wei Dou Hu Wei Zhou Zhaojuan Yue Songlin Hu 35 94 0 26 Jul 2021
Let-Mi: An Arabic Levantine Twitter Dataset for Misogynistic Language Hala Mulki Bilal Ghanem 24 40 0 18 Mar 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 115 135 0 27 Feb 2021
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 33 58 0 10 Nov 2020
Identifying Possible Rumor Spreaders on Twitter: A Weak Supervised Learning Approach Shakshi Sharma Rajesh Sharma 35 31 0 15 Oct 2020
MALCOM: Generating Malicious Comments to Attack Neural Fake News Detection Models Thai Le Suhang Wang Dongwon Lee 55 59 0 01 Sep 2020
QMUL-SDS at CheckThat! 2020: Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions Rabab Alkhalifa Theodore Yoong E. Kochkina A. Zubiaga Maria Liakata 16 18 0 30 Aug 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 28 20 0 28 Feb 2020
Two-path Deep Semi-supervised Learning for Timely Fake News Detection Xishuang Dong Uboho Victor Lijun Qian 58 52 0 31 Jan 2020
Contrastive Language Adaptation for Cross-Lingual Stance Detection Gavin Hartnett A. Lohn Alexander P. Sedlack 48 46 0 04 Oct 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity Penghui Wei Nan Xu Wenji Mao 51 72 0 18 Sep 2019
The Limitations of Stylometry for Detecting Machine-Generated Fake News Tal Schuster R. Schuster Darsh J. Shah Regina Barzilay DeLMO 52 126 0 26 Aug 2019
Deep Two-path Semi-supervised Learning for Fake News Detection Xishuang Dong Uboho Victor Shanta Chowdhury Lijun Qian 51 26 0 10 Jun 2019
Combating Fake News: A Survey on Identification and Mitigation Techniques Karishma Sharma Feng Qian He Jiang Natali Ruchansky Ming Zhang Yan Liu 51 295 0 18 Jan 2019
SURFACE: Semantically Rich Fact Validation with Explanations Ankur Padia Francis Ferraro Timothy W. Finin 38 6 0 31 Oct 2018
Predicting Factuality of Reporting and Bias of News Media Sources R. Baly Georgi Karadzhov D. Alexandrov James R. Glass Preslav Nakov 34 235 0 02 Oct 2018
RumourEval 2019: Determining Rumour Veracity and Support for Rumours G. Gorrell Kalina Bontcheva Leon Derczynski E. Kochkina Maria Liakata A. Zubiaga 37 216 0 18 Sep 2018