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A Survey on Stance Detection for Mis- and Disinformation Identification

27 February 2021

Papers citing "A Survey on Stance Detection for Mis- and Disinformation Identification"

43 / 93 papers shown

Title
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 263 170 0 09 Sep 2019
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims Isabelle Augenstein Christina Lioma Dongsheng Wang Lucas Chaves Lima Casper Hansen Christian B. Hansen J. Simonsen HILM 144 252 0 07 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 111 514 0 05 Sep 2019
Fact-Checking Meets Fauxtography: Verifying Claims About Images Dimitrina Zlatkova Preslav Nakov Ivan Koychev 68 87 0 30 Aug 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 700 24,572 0 26 Jul 2019
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification Jie Zhou Xu Han Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun 85 201 0 22 Jul 2019
FAKTA: An Automatic End-to-End Fact Checking System Moin Nadeem Wei Fang Brian Xu Mitra Mohtarami James R. Glass HILM KELM HAI 55 46 0 07 Jun 2019
Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media R. Baly Georgi Karadzhov Abdelrhman Saleh James R. Glass Preslav Nakov 45 70 0 01 Apr 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 152 1,330 0 26 Feb 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 151 1,273 0 31 Jan 2019
Team Papelo: Transformer Networks at FEVER Christopher Malon 83 43 0 08 Jan 2019
Combining Fact Extraction and Verification with Neural Semantic Matching Networks Yixin Nie Haonan Chen Joey Tianyi Zhou FedML 64 305 0 16 Nov 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 95,324 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 71 237 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 98 218 0 18 Sep 2018
Multi-Source Domain Adaptation with Mixture of Experts Jiang Guo Darsh J. Shah Regina Barzilay 46 179 0 07 Sep 2018
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification Andreas Hanselowski Huatian Zhang Zile Li Daniil Sorokin Benjamin Schiller Claudia Schulz Iryna Gurevych 96 183 0 03 Sep 2018
Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content Weiming Wen Songwen Su Zhou Yu 29 16 0 14 Aug 2018
Overview of the CLEF-2018 CheckThat! Lab on Automatic Identification and Verification of Political Claims. Task 1: Check-Worthiness Pepa Atanasova Alberto Barrón-Cedeño Tamer Elsayed Reem Suwaileh Wajdi Zaghouani Spas Kyuchukov Giovanni Da San Martino Preslav Nakov 57 149 0 08 Aug 2018
Automated Fact Checking: Task formulations, methods and future directions James Thorne Andreas Vlachos 86 282 0 20 Jun 2018
A Retrospective Analysis of the Fake News Challenge Stance Detection Task Andreas Hanselowski S. AvineshP.V. Benjamin Schiller Felix Caspelherr Debanjan Chaudhuri Christian M. Meyer Iryna Gurevych 77 240 0 13 Jun 2018
All-in-one: Multi-task Learning for Rumour Verification E. Kochkina Maria Liakata A. Zubiaga 67 224 0 10 Jun 2018
Integrating Stance Detection and Fact Checking in a Unified Corpus R. Baly Mitra Mohtarami James R. Glass Lluís Màrquez i Villodre Alessandro Moschitti Preslav Nakov 83 148 0 21 Apr 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 82 124 0 20 Apr 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 174 1,667 0 14 Mar 2018
Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces Isabelle Augenstein Sebastian Ruder Anders Søgaard SSL 90 73 0 27 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 235 11,569 0 15 Feb 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 73 143 0 06 Dec 2017
Simple Open Stance Classification for Rumour Analysis Ahmet Aker Leon Derczynski Kalina Bontcheva 53 76 0 17 Aug 2017
The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants Ivan Habernal Henning Wachsmuth Iryna Gurevych Benno Stein 79 153 0 04 Aug 2017
A simple but tough-to-beat baseline for the Fake News Challenge stance detection task B. Riedel Isabelle Augenstein Georgios P. Spithourakis Sebastian Riedel 64 235 0 11 Jul 2017
People on Media: Jointly Identifying Credible News and Trustworthy Citizen Journalists in Online Communities Subhabrata Mukherjee Gerhard Weikum 60 103 0 07 May 2017
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 115 1,365 0 01 May 2017
Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTM E. Kochkina Maria Liakata Isabelle Augenstein 53 135 0 24 Apr 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 59 352 0 20 Apr 2017
Detection and Resolution of Rumours in Social Media: A Survey A. Zubiaga Ahmet Aker Kalina Bontcheva Maria Liakata Rob Procter 78 809 0 03 Apr 2017
An Army of Me: Sockpuppets in Online Discussion Communities Srijan Kumar Justin Cheng J. Leskovec V. S. Subrahmanian 79 170 0 21 Mar 2017
A Stylometric Inquiry into Hyperpartisan and Fake News Martin Potthast Johannes Kiesel K. Reinartz Janek Bevendorff Benno Stein 79 620 0 18 Feb 2017
Stance Classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations A. Zubiaga E. Kochkina Maria Liakata Rob Procter Michal Lukasik 48 110 0 28 Sep 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 113 1,130 0 20 Sep 2016
Stance Detection with Bidirectional Conditional Encoding Isabelle Augenstein Tim Rocktaschel Andreas Vlachos Kalina Bontcheva 61 411 0 17 Jun 2016
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 338 4,297 0 21 Aug 2015
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 249 6,043 0 26 Sep 2014