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Improving Wikipedia Verifiability with AI


Jul 08, 2022
Fabio Petroni , Samuel Broscheit , Aleksandra Piktus , Patrick Lewis , Gautier Izacard , Lucas Hosseini , Jane Dwivedi-Yu , Maria Lomeli , Timo Schick , Pierre-Emmanuel Mazar├ę , Armand Joulin , Edouard Grave , Sebastian Riedel


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The Web Is Your Oyster -- Knowledge-Intensive NLP against a Very Large Web Corpus


Dec 18, 2021
Aleksandra Piktus , Fabio Petroni , Vladimir Karpukhin , Dmytro Okhonko , Samuel Broscheit , Gautier Izacard , Patrick Lewis , Barlas O─čuz , Edouard Grave , Wen-tau Yih , Sebastian Riedel


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Domain-matched Pre-training Tasks for Dense Retrieval


Jul 28, 2021
Barlas O─čuz , Kushal Lakhotia , Anchit Gupta , Patrick Lewis , Vladimir Karpukhin , Aleksandra Piktus , Xilun Chen , Sebastian Riedel , Wen-tau Yih , Sonal Gupta , Yashar Mehdad


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PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them


Feb 13, 2021
Patrick Lewis , Yuxiang Wu , Linqing Liu , Pasquale Minervini , Heinrich K├╝ttler , Aleksandra Piktus , Pontus Stenetorp , Sebastian Riedel


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Generating Fact Checking Briefs


Nov 10, 2020
Angela Fan , Aleksandra Piktus , Fabio Petroni , Guillaume Wenzek , Marzieh Saeidi , Andreas Vlachos , Antoine Bordes , Sebastian Riedel


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KILT: a Benchmark for Knowledge Intensive Language Tasks


Sep 04, 2020
Fabio Petroni , Aleksandra Piktus , Angela Fan , Patrick Lewis , Majid Yazdani , Nicola De Cao , James Thorne , Yacine Jernite , Vassilis Plachouras , Tim Rockt├Ąschel , Sebastian Riedel


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How Context Affects Language Models' Factual Predictions


May 10, 2020
Fabio Petroni , Patrick Lewis , Aleksandra Piktus , Tim Rockt├Ąschel , Yuxiang Wu , Alexander H. Miller , Sebastian Riedel

* accepted at AKBC 2020 

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Node Masking: Making Graph Neural Networks Generalize and Scale Better


Feb 20, 2020
Pushkar Mishra , Aleksandra Piktus , Gerard Goossen , Fabrizio Silvestri


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How Decoding Strategies Affect the Verifiability of Generated Text


Nov 09, 2019
Luca Massarelli , Fabio Petroni , Aleksandra Piktus , Myle Ott , Tim Rockt├Ąschel , Vassilis Plachouras , Fabrizio Silvestri , Sebastian Riedel


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