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A Survey on Automated Fact-Checking


Aug 26, 2021
Zhijiang Guo , Michael Schlichtkrull , Andreas Vlachos

* 27 pages, 15 pages of references 

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FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information


Jun 10, 2021
Rami Aly , Zhijiang Guo , Michael Schlichtkrull , James Thorne , Andreas Vlachos , Christos Christodoulopoulos , Oana Cocarascu , Arpit Mittal


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NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned


Jan 01, 2021
Sewon Min , Jordan Boyd-Graber , Chris Alberti , Danqi Chen , Eunsol Choi , Michael Collins , Kelvin Guu , Hannaneh Hajishirzi , Kenton Lee , Jennimaria Palomaki , Colin Raffel , Adam Roberts , Tom Kwiatkowski , Patrick Lewis , Yuxiang Wu , Heinrich Küttler , Linqing Liu , Pasquale Minervini , Pontus Stenetorp , Sebastian Riedel , Sohee Yang , Minjoon Seo , Gautier Izacard , Fabio Petroni , Lucas Hosseini , Nicola De Cao , Edouard Grave , Ikuya Yamada , Sonse Shimaoka , Masatoshi Suzuki , Shumpei Miyawaki , Shun Sato , Ryo Takahashi , Jun Suzuki , Martin Fajcik , Martin Docekal , Karel Ondrej , Pavel Smrz , Hao Cheng , Yelong Shen , Xiaodong Liu , Pengcheng He , Weizhu Chen , Jianfeng Gao , Barlas Oguz , Xilun Chen , Vladimir Karpukhin , Stan Peshterliev , Dmytro Okhonko , Michael Schlichtkrull , Sonal Gupta , Yashar Mehdad , Wen-tau Yih

* 26 pages 

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Joint Verification and Reranking for Open Fact Checking Over Tables


Dec 30, 2020
Michael Schlichtkrull , Vladimir Karpukhin , Barlas Oğuz , Mike Lewis , Wen-tau Yih , Sebastian Riedel


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Unified Open-Domain Question Answering with Structured and Unstructured Knowledge


Dec 29, 2020
Barlas Oguz , Xilun Chen , Vladimir Karpukhin , Stan Peshterliev , Dmytro Okhonko , Michael Schlichtkrull , Sonal Gupta , Yashar Mehdad , Scott Yih


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How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking


Apr 30, 2020
Nicola De Cao , Michael Schlichtkrull , Wilker Aziz , Ivan Titov

* 19 pages, 14 figures, 4 tables 

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Modeling Relational Data with Graph Convolutional Networks


Oct 26, 2017
Michael Schlichtkrull , Thomas N. Kipf , Peter Bloem , Rianne van den Berg , Ivan Titov , Max Welling


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