A Survey on Automated Fact-Checking

26 August 2021

Papers citing "A Survey on Automated Fact-Checking"

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Title
INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta Maitrey Mehta Pegah Nokhiz Vivek Srikumar LMTD 44 103 0 13 May 2020
That is a Known Lie: Detecting Previously Fact-Checked Claims Shaden Shaar Giovanni Da San Martino Nikolay Babulkov Preslav Nakov HILM 78 157 0 12 May 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 72 1,025 0 02 May 2020
Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance Prasetya Ajie Utama N. Moosavi Iryna Gurevych OODD 105 127 0 01 May 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 88 440 0 30 Apr 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network Wanjun Zhong Duyu Tang Zhangyin Feng Nan Duan Ming Zhou Ming Gong Linjun Shou Daxin Jiang Jiahai Wang Jian Yin GNN 85 55 0 28 Apr 2020
DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification Lianwei Wu Y. Rao Yongqiang Zhao Hao Liang Ambreen Nazir 34 59 0 28 Apr 2020
GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media Yi-Ju Lu Cheng-Te Li GNN 94 392 0 24 Apr 2020
Generating Fact Checking Explanations Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 53 195 0 13 Apr 2020
Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness? Alon Jacovi Yoav Goldberg XAI 82 588 0 07 Apr 2020
ERASER: A Benchmark to Evaluate Rationalized NLP Models Jay DeYoung Sarthak Jain Nazneen Rajani Eric P. Lehman Caiming Xiong R. Socher Byron C. Wallace 85 632 0 08 Nov 2019
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking Andreas Hanselowski Christian Stab Claudia Schulz Zile Li Iryna Gurevych 56 122 0 29 Oct 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control Mo Yu Shiyu Chang Yang Zhang Tommi Jaakkola 115 143 0 29 Oct 2019
Fine-grained Fact Verification with Kernel Graph Attention Network Zhenghao Liu Chenyan Xiong Maosong Sun Zhiyuan Liu 78 221 0 22 Oct 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 197 135 0 17 Sep 2019
Learning to Deceive with Attention-Based Explanations Danish Pruthi Mansi Gupta Bhuwan Dhingra Graham Neubig Zachary Chase Lipton 58 193 0 17 Sep 2019
End-to-End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi Yonatan Belinkov James Henderson 106 177 0 13 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 225 166 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 107 250 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 63 488 0 05 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 535 2,639 0 03 Sep 2019
Fact-Checking Meets Fauxtography: Verifying Claims About Images Dimitrina Zlatkova Preslav Nakov Ivan Koychev 41 85 0 30 Aug 2019
Human-grounded Evaluations of Explanation Methods for Text Classification Piyawat Lertvittayakumjorn Francesca Toni FAtt 66 67 0 29 Aug 2019
The Limitations of Stylometry for Detecting Machine-Generated Fake News Tal Schuster R. Schuster Darsh J. Shah Regina Barzilay DeLMO 89 126 0 26 Aug 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 78 211 0 14 Aug 2019
Attention is not not Explanation Sarah Wiegreffe Yuval Pinter XAI AAML FAtt 58 901 0 13 Aug 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 59 199 0 22 Jul 2019
XFake: Explainable Fake News Detector with Visualizations Fan Yang Shiva K. Pentyala Sina Mohseni Mengnan Du Hao Yuan Rhema Linder Eric D. Ragan Shuiwang Ji Xia Hu 57 118 0 08 Jul 2019
Explainable Fact Checking with Probabilistic Answer Set Programming N. Ahmadi Joohyung Lee Paolo Papotti Mohammed Saeed 41 54 0 21 Jun 2019
Is Attention Interpretable? Sofia Serrano Noah A. Smith 78 679 0 09 Jun 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 102 1,019 0 29 May 2019
Fake News Early Detection: An Interdisciplinary Study Xinyi Zhou Atishay Jain V. Phoha R. Zafarani 63 206 0 26 Apr 2019
Citation Needed: A Taxonomy and Algorithmic Assessment of Wikipedia's Verifiability Miriam Redi B. Fetahu Jonathan T. Morgan Dario Taraborelli 38 48 0 28 Feb 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 87 1,307 0 26 Feb 2019
Fake News Detection on Social Media using Geometric Deep Learning Federico Monti Fabrizio Frasca D. Eynard Damon Mannion M. Bronstein GNN 76 462 0 10 Feb 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 117 1,226 0 04 Feb 2019
On the (In)fidelity and Sensitivity for Explanations Chih-Kuan Yeh Cheng-Yu Hsieh A. Suggala David I. Inouye Pradeep Ravikumar FAtt 58 449 0 27 Jan 2019
The Fact Extraction and VERification (FEVER) Shared Task James Thorne Andreas Vlachos O. Cocarascu Christos Christodoulopoulos Arpit Mittal HILM 31 237 0 27 Nov 2018
Combining Fact Extraction and Verification with Neural Semantic Matching Networks Yixin Nie Haonan Chen Joey Tianyi Zhou FedML 48 302 0 16 Nov 2018
A Survey on Natural Language Processing for Fake News Detection Ray Oshikawa Jing Qian William Yang Wang GNN 91 308 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.1K 93,936 0 11 Oct 2018
Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection Lev Konstantinovskiy Oliver Price Mevan Babakar A. Zubiaga HILM 42 129 0 21 Sep 2018
RumourEval 2019: Determining Rumour Veracity and Support for Rumours G. Gorrell Kalina Bontcheva Leon Derczynski E. Kochkina Maria Liakata A. Zubiaga 70 216 0 18 Sep 2018
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning Kashyap Popat Subhabrata Mukherjee Andrew Yates Gerhard Weikum HILM 55 300 0 17 Sep 2018
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification Wenpeng Yin Dan Roth AAML 36 73 0 10 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 37 147 0 08 Aug 2018
Automated Fact Checking: Task formulations, methods and future directions James Thorne Andreas Vlachos 58 280 0 20 Jun 2018
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 225 579 0 02 May 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 53 146 0 21 Apr 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 118 1,633 0 14 Mar 2018