FEVER: a large-scale dataset for Fact Extraction and VERification

14 March 2018

James Thorne

Andreas Vlachos

Christos Christodoulopoulos

Arpit Mittal

HILM

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Papers citing "FEVER: a large-scale dataset for Fact Extraction and VERification"

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Explain and Predict, and then Predict Again Zijian Zhang Koustav Rudra Avishek Anand FAtt 28 51 0 11 Jan 2021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Omar Khattab Christopher Potts Matei A. Zaharia RALM LRM 27 55 0 02 Jan 2021
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering Najoung Kim Ellie Pavlick Burcu Karagol Ayan Deepak Ramachandran 73 43 0 02 Jan 2021
Multi-task Retrieval for Knowledge-Intensive Tasks Jean Maillard Vladimir Karpukhin Fabio Petroni Wen-tau Yih Barlas Oğuz Veselin Stoyanov Gargi Ghosh 215 64 0 01 Jan 2021
Evidence-based Factual Error Correction James Thorne Andreas Vlachos KELM OffRL 24 54 0 31 Dec 2020
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification Jiangjie Chen Qiaoben Bao Changzhi Sun Xinbo Zhang Jiaze Chen Hao Zhou Yanghua Xiao Lei Li LRM 53 31 0 25 Dec 2020
ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language Oyvind Tafjord Bhavana Dalvi Peter Clark 21 261 0 24 Dec 2020
g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and Ensembling Learning for COVID-19 Fake News Detection Anna Glazkova Maksim Glazkov T. Trifonov 26 58 0 22 Dec 2020
Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of Polyglotism Denisa A.O. Roberts 48 3 0 16 Dec 2020
Two Stage Transformer Model for COVID-19 Fake News Detection and Fact Checking Rutvik Vijjali Prathyush Potluri S. Kumar Sundeep Teki MedIm 26 74 0 26 Nov 2020
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 26 57 0 10 Nov 2020
A Gold Standard Methodology for Evaluating Accuracy in Data-To-Text Systems Craig Thomson Ehud Reiter 22 52 0 08 Nov 2020
Explainable Automated Fact-Checking: A Survey Neema Kotonya Francesca Toni 8 113 0 07 Nov 2020
Machine Generation and Detection of Arabic Manipulated and Fake News El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed Tariq Alhindi H. Cavusoglu DeLMO 24 50 0 05 Nov 2020
ANLIzing the Adversarial Natural Language Inference Dataset Adina Williams Tristan Thrush Douwe Kiela AAML 183 46 0 24 Oct 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 218 251 0 19 Oct 2020
Neural Databases James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy NAI 34 9 0 14 Oct 2020
No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet Detection Debanjana Kar M. Bhardwaj Suranjana Samanta A. Azad 39 65 0 14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations Emily Allaway Kathleen McKeown 19 177 0 07 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision Max Glockner Ivan Habernal Iryna Gurevych LRM 27 25 0 07 Oct 2020
Program Enhanced Fact Verification with Verbalization and Graph Attention Network Xiaoyu Yang Feng Nie Yufei Feng Quan Liu Zhigang Chen Xiao-Dan Zhu 26 52 0 06 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 74 433 0 02 Oct 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 37 125 0 24 Sep 2020
Multi-Hop Fact Checking of Political Claims W. Ostrowski Arnav Arora Pepa Atanasova Isabelle Augenstein LRM 27 38 0 10 Sep 2020
Time-Aware Evidence Ranking for Fact-Checking Liesbeth Allein Isabelle Augenstein Marie-Francine Moens HILM 21 17 0 10 Sep 2020
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport Kyle Swanson L. Yu Tao Lei OT 29 37 0 27 May 2020
Stance Prediction and Claim Verification: An Arabic Perspective Jude Khouja 19 58 0 21 May 2020
That is a Known Lie: Detecting Previously Fact-Checked Claims Shaden Shaar Giovanni Da San Martino Nikolay Babulkov Preslav Nakov HILM 56 154 0 12 May 2020
A Deep Learning Approach for Automatic Detection of Fake News Tanik Saikh Arkadipta De Asif Ekbal P. Bhattacharyya 19 33 0 11 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 36 431 0 30 Apr 2020
Elastic weight consolidation for better bias inoculation James Thorne Andreas Vlachos 22 11 0 29 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 32 55 0 28 Apr 2020
Adversarial Training for Large Neural Language Models Xiaodong Liu Hao Cheng Pengcheng He Weizhu Chen Yu-Chiang Frank Wang Hoifung Poon Jianfeng Gao AAML 34 183 0 20 Apr 2020
Generating Fact Checking Explanations Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 36 189 0 13 Apr 2020
Link Prediction using Graph Neural Networks for Master Data Management Balaji Ganesan Srinivas Parkala Neeraj R Singh Sumit Bhatia Gayatri Mishra Matheen Ahmed Pasha Hima Patel Somashekar Naganna AI4CE 35 11 0 07 Mar 2020
How Decoding Strategies Affect the Verifiability of Generated Text Luca Massarelli Fabio Petroni Aleksandra Piktus Myle Ott Tim Rocktaschel Vassilis Plachouras Fabrizio Silvestri Sebastian Riedel 23 50 0 09 Nov 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 51 980 0 31 Oct 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 45 728 0 28 Oct 2019
BERT for Evidence Retrieval and Claim Verification Shrishti Saha Shetu Christof Monz E. Mabande RALM 23 120 0 07 Oct 2019
Learning from Fact-checkers: Analysis and Generation of Fact-checking Language Nguyen Vo Kyumin Lee 14 68 0 05 Oct 2019
Automatic Fact-guided Sentence Modification Darsh J. Shah Tal Schuster Regina Barzilay KELM 18 40 0 30 Sep 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 164 134 0 17 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 185 166 0 09 Sep 2019
It Takes Nine to Smell a Rat: Neural Multi-Task Learning for Check-Worthiness Prediction S. Vasileva Pepa Atanasova Lluís Màrquez i Villodre Alberto Barrón-Cedeño Preslav Nakov 31 46 0 19 Aug 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 36 209 0 14 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 21 198 0 22 Jul 2019
Explainable Fact Checking with Probabilistic Answer Set Programming N. Ahmadi Joohyung Lee Paolo Papotti Mohammed Saeed 30 54 0 21 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 16 443 0 14 Jun 2019
FAKTA: An Automatic End-to-End Fact Checking System Moin Nadeem Wei Fang Brian Xu Mitra Mohtarami James R. Glass HILM KELM HAI 18 46 0 07 Jun 2019