Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER)

Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor 2021-11 Association for Computational Linguistics Dominican Republic text conference publication fever-2021-fact https://aclanthology.org/2021.fever-1.0/ The Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS) Shared Task Rami Aly author Zhijiang Guo author Michael Sejr Schlichtkrull author James Thorne author Andreas Vlachos author Christos Christodoulopoulos author Oana Cocarascu author Arpit Mittal author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication aly-etal-2021-fact 10.18653/v1/2021.fever-1.1 https://aclanthology.org/2021.fever-1.1/ 2021-11 1 13 Evidence Selection as a Token-Level Prediction Task Dominik Stammbach author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication stammbach-2021-evidence 10.18653/v1/2021.fever-1.2 https://aclanthology.org/2021.fever-1.2/ 2021-11 14 20 Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification Neema Kotonya author Thomas Spooner author Daniele Magazzeni author Francesca Toni author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication kotonya-etal-2021-graph 10.18653/v1/2021.fever-1.3 https://aclanthology.org/2021.fever-1.3/ 2021-11 21 30 FaBULOUS: Fact-checking Based on Understanding of Language Over Unstructured and Structured information Mostafa Bouziane author Hugo Perrin author Amine Sadeq author Thanh Nguyen author Aurélien Cluzeau author Julien Mardas author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication bouziane-etal-2021-fabulous 10.18653/v1/2021.fever-1.4 https://aclanthology.org/2021.fever-1.4/ 2021-11 31 39 Team Papelo at FEVEROUS: Multi-hop Evidence Pursuit Christopher Malon author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication malon-2021-team 10.18653/v1/2021.fever-1.5 https://aclanthology.org/2021.fever-1.5/ 2021-11 40 49 Modeling Entity Knowledge for Fact Verification Yang Liu author Chenguang Zhu author Michael Zeng author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication liu-etal-2021-modeling 10.18653/v1/2021.fever-1.6 https://aclanthology.org/2021.fever-1.6/ 2021-11 50 59 Verdict Inference with Claim and Retrieved Elements Using RoBERTa In-Zu Gi author Ting-Yu Fang author Richard Tzong-Han Tsai author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication gi-etal-2021-verdict 10.18653/v1/2021.fever-1.7 https://aclanthology.org/2021.fever-1.7/ 2021-11 60 65 Stance Detection in German News Articles Laura Mascarell author Tatyana Ruzsics author Christian Schneebeli author Philippe Schlattner author Luca Campanella author Severin Klingler author Cristina Kadar author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication mascarell-etal-2021-stance 10.18653/v1/2021.fever-1.8 https://aclanthology.org/2021.fever-1.8/ 2021-11 66 77 FANG-COVID: A New Large-Scale Benchmark Dataset for Fake News Detection in German Justus Mattern author Yu Qiao author Elma Kerz author Daniel Wiechmann author Markus Strohmaier author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication mattern-etal-2021-fang 10.18653/v1/2021.fever-1.9 https://aclanthology.org/2021.fever-1.9/ 2021-11 78 91 Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTa Martin Funkquist author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication funkquist-2021-combining 10.18653/v1/2021.fever-1.10 https://aclanthology.org/2021.fever-1.10/ 2021-11 92 100 Automatic Fact-Checking with Document-level Annotations using BERT and Multiple Instance Learning Aalok Sathe author Joonsuk Park author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication sathe-park-2021-automatic 10.18653/v1/2021.fever-1.11 https://aclanthology.org/2021.fever-1.11/ 2021-11 101 107 Neural Re-rankers for Evidence Retrieval in the FEVEROUS Task Mohammed Saeed author Giulio Alfarano author Khai Nguyen author Duc Pham author Raphael Troncy author Paolo Papotti author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication saeed-etal-2021-neural 10.18653/v1/2021.fever-1.12 https://aclanthology.org/2021.fever-1.12/ 2021-11 108 112 A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach Orkun Temiz author Özgün Ozan Kılıç author Arif Ozan Kızıldağ author Tuğba Taşkaya Temizel author 2021-11 text Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER) Rami Aly editor Christos Christodoulopoulos editor Oana Cocarascu editor Zhijiang Guo editor Arpit Mittal editor Michael Schlichtkrull editor James Thorne editor Andreas Vlachos editor Association for Computational Linguistics Dominican Republic conference publication temiz-etal-2021-fact 10.18653/v1/2021.fever-1.13 https://aclanthology.org/2021.fever-1.13/ 2021-11 113 120