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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 Mazaré , Armand Joulin , Edouard Grave , Sebastian Riedel


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EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing


May 25, 2022
Nora Kassner , Fabio Petroni , Mikhail Plekhanov , Sebastian Riedel , Nicola Cancedda


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Open Vocabulary Extreme Classification Using Generative Models


May 12, 2022
Daniel Simig , Fabio Petroni , Pouya Yanki , Kashyap Popat , Christina Du , Sebastian Riedel , Majid Yazdani


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Autoregressive Search Engines: Generating Substrings as Document Identifiers


Apr 22, 2022
Michele Bevilacqua , Giuseppe Ottaviano , Patrick Lewis , Wen-tau Yih , Sebastian Riedel , Fabio Petroni

* 9 pages 

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Learning To Recognize Procedural Activities with Distant Supervision


Jan 26, 2022
Xudong Lin , Fabio Petroni , Gedas Bertasius , Marcus Rohrbach , Shih-Fu Chang , Lorenzo Torresani

* work in progress 

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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 Oğuz , Edouard Grave , Wen-tau Yih , Sebastian Riedel


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Boosted Dense Retriever


Dec 14, 2021
Patrick Lewis , Barlas Oğuz , Wenhan Xiong , Fabio Petroni , Wen-tau Yih , Sebastian Riedel


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MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research


Sep 27, 2021
Mikayel Samvelyan , Robert Kirk , Vitaly Kurin , Jack Parker-Holder , Minqi Jiang , Eric Hambro , Fabio Petroni , Heinrich Küttler , Edward Grefenstette , Tim Rocktäschel

* NeurIPS 2021: Datasets and Benchmarks Track 

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Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models


Jul 01, 2021
Robert L. Logan IV , Ivana Balažević , Eric Wallace , Fabio Petroni , Sameer Singh , Sebastian Riedel


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