DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning

17 September 2018

Papers citing "DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning"

48 / 98 papers shown

Title
Generalizing to the Future: Mitigating Entity Bias in Fake News Detection Yongchun Zhu Qiang Sheng Juan Cao Shuokai Li Danding Wang Fuzhen Zhuang AI4CE 22 71 0 20 Apr 2022
ProtoTEx: Explaining Model Decisions with Prototype Tensors Anubrata Das Chitrank Gupta Venelin Kovatchev Matthew Lease J. Li 24 26 0 11 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 15 70 0 21 Mar 2022
An Empirical Study on Explanations in Out-of-Domain Settings G. Chrysostomou Nikolaos Aletras LRM 17 27 0 28 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 49 2,234 0 08 Feb 2022
Evidence-aware Fake News Detection with Graph Neural Networks Weizhi Xu Jun Wu Qiang Liu Shu Wu Liang Wang GNN 24 76 0 18 Jan 2022
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims Qiang Sheng Juan Cao Xueyao Zhang Xirong Li L. Zhong KELM 17 27 0 20 Dec 2021
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 26 74 0 30 Nov 2021
Fake News Detection Tools and Methods -- A Review Sakshini Hangloo B. Arora EgoV 8 17 0 21 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 24 38 0 05 Nov 2021
Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of Claims Tamer Elsayed Preslav Nakov Alberto Barrón-Cedeño Maram Hasanain Reem Suwaileh Giovanni Da San Martino Preslav Nakov 63 109 0 25 Sep 2021
Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning Qiang Sheng Xueyao Zhang Juan Cao L. Zhong GNN 11 52 0 23 Sep 2021
The Case for Claim Difficulty Assessment in Automatic Fact Checking Prakhar Singh Anubrata Das J. Li Matthew Lease 24 9 0 20 Sep 2021
Studying Fake News Spreading, Polarisation Dynamics, and Manipulation by Bots: a Tale of Networks and Language G. Ruffo Alfonso Semeraro Anastasia Giachanou Paolo Rosso 23 66 0 13 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 27 457 0 26 Aug 2021
ProoFVer: Natural Logic Theorem Proving for Fact Verification Amrith Krishna Sebastian Riedel Andreas Vlachos 21 61 0 25 Aug 2021
Misinformation Detection on YouTube Using Video Captions Raj Jagtap Abhinav Kumar Rahul Goel Shakshi Sharma Rajesh Sharma Clint P. George 15 20 0 02 Jul 2021
Multimodal Emergent Fake News Detection via Meta Neural Process Networks Yaqing Wang Fenglong Ma Haoyu Wang Kishlay Jha Jing Gao 19 60 0 22 Jun 2021
Unified Dual-view Cognitive Model for Interpretable Claim Verification Lianwei Wu Y. Rao Yuqian Lan Ling Sun Zhao Qi 18 23 0 20 May 2021
Automatic Fake News Detection: Are Models Learning to Reason? Casper Hansen Christian B. Hansen Lucas Chaves Lima 6 13 0 17 May 2021
On Unifying Misinformation Detection Nayeon Lee Belinda Z. Li Sinong Wang Pascale Fung Hao Ma Wen-tau Yih Madian Khabsa 14 24 0 12 Apr 2021
Towards Few-Shot Fact-Checking via Perplexity Nayeon Lee Yejin Bang Andrea Madotto Madian Khabsa Pascale Fung AAML 13 90 0 17 Mar 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 28 225 0 15 Mar 2021
Claim Verification using a Multi-GAN based Model Amartya Hatua Arjun Mukherjee Rakesh M. Verma SyDa 23 2 0 14 Mar 2021
Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection Nguyen Vo Kyumin Lee EgoV 20 41 0 04 Feb 2021
Intentonomy: a Dataset and Study towards Human Intent Understanding Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge J. Belongie Ser-Nam Lim 11 29 0 11 Nov 2020
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 16 57 0 10 Nov 2020
Explainable Automated Fact-Checking: A Survey Neema Kotonya Francesca Toni 4 112 0 07 Nov 2020
Biased TextRank: Unsupervised Graph-Based Content Extraction Ashkan Kazemi Verónica Pérez-Rosas Rada Mihalcea 12 29 0 02 Nov 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 218 248 0 19 Oct 2020
Generating Fact Checking Summaries for Web Claims Rahul Mishra Dhruv Gupta Markus Leippold HILM 8 8 0 16 Oct 2020
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News Nguyen Vo Kyumin Lee GNN 9 82 0 07 Oct 2020
Machine Learning Explanations to Prevent Overtrust in Fake News Detection Sina Mohseni Fan Yang Shiva K. Pentyala Mengnan Du Yi Liu Nic Lupfer Xia Hu Shuiwang Ji Eric D. Ragan 11 41 0 24 Jul 2020
Graph Neural Networks with Continual Learning for Fake News Detection from Social Media Yi Han S. Karunasekera C. Leckie GNN 21 111 0 07 Jul 2020
Misinformation Has High Perplexity Nayeon Lee Yejin Bang Andrea Madotto Pascale Fung 6 29 0 08 Jun 2020
BRENDA: Browser Extension for Fake News Detection Bjarte Botnevik Eirik Sakariassen Vinay Setty 11 41 0 27 May 2020
Stance Prediction and Claim Verification: An Arabic Perspective Jude Khouja 15 58 0 21 May 2020
DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification Lianwei Wu Y. Rao Yongqiang Zhao Hao Liang Ambreen Nazir 14 59 0 28 Apr 2020
Adaptive Interaction Fusion Networks for Fake News Detection Lianwei Wu Y. Rao 9 33 0 21 Apr 2020
Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements Kai Shu Suhang Wang Dongwon Lee Huan Liu 13 78 0 02 Jan 2020
Learning from Fact-checkers: Analysis and Generation of Fact-checking Language Nguyen Vo Kyumin Lee 9 68 0 05 Oct 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity Penghui Wei Nan Xu Wenji Mao 25 71 0 18 Sep 2019
Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection Lianwei Wu Y. Rao Haolin Jin Ambreen Nazir Ling Sun FedML MoE 6 57 0 04 Sep 2019
An Emotional Analysis of False Information in Social Media and News Articles Bilal Ghanem Paolo Rosso Francisco Rangel 18 189 0 26 Aug 2019
The Limitations of Stylometry for Detecting Machine-Generated Fake News Tal Schuster R. Schuster Darsh J. Shah Regina Barzilay DeLMO 11 126 0 26 Aug 2019
The Mass, Fake News, and Cognition Security Bin Guo Yasan Ding Yueheng Sun Shuai Ma Ke Li 17 24 0 09 Jul 2019
Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News Luís Borges Bruno Martins P. Calado 6 68 0 02 Nov 2018
Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems Ankur Padia Francis Ferraro Timothy W. Finin KELM 6 1 0 14 Aug 2018