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



Nora Kassner , Fabio Petroni , Mikhail Plekhanov , Sebastian Riedel , Nicola Cancedda


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Lifting the Curse of Multilinguality by Pre-training Modular Transformers



Jonas Pfeiffer , Naman Goyal , Xi Victoria Lin , Xian Li , James Cross , Sebastian Riedel , Mikel Artetxe

* NAACL 2022 

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Open Vocabulary Extreme Classification Using Generative Models



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



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

* 9 pages 

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



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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Towards Unsupervised Dense Information Retrieval with Contrastive Learning



Gautier Izacard , Mathilde Caron , Lucas Hosseini , Sebastian Riedel , Piotr Bojanowski , Armand Joulin , Edouard Grave


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Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants



Max Bartolo , Tristan Thrush , Sebastian Riedel , Pontus Stenetorp , Robin Jia , Douwe Kiela


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Boosted Dense Retriever



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


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A Few More Examples May Be Worth Billions of Parameters



Yuval Kirstain , Patrick Lewis , Sebastian Riedel , Omer Levy


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Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations



Yihong Chen , Pasquale Minervini , Sebastian Riedel , Pontus Stenetorp

* AKBC 2021 

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