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PEER: A Collaborative Language Model


Aug 24, 2022
Timo Schick, Jane Dwivedi-Yu, Zhengbao Jiang, Fabio Petroni, Patrick Lewis, Gautier Izacard, Qingfei You, Christoforos Nalmpantis, Edouard Grave, Sebastian Riedel


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Few-shot Learning with Retrieval Augmented Language Models


Aug 08, 2022
Gautier Izacard, Patrick Lewis, Maria Lomeli, Lucas Hosseini, Fabio Petroni, Timo Schick, Jane Dwivedi-Yu, Armand Joulin, Sebastian Riedel, Edouard Grave


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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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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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Reasoning over Public and Private Data in Retrieval-Based Systems


Mar 14, 2022
Simran Arora, Patrick Lewis, Angela Fan, Jacob Kahn, Christopher Ré


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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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Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?


Oct 13, 2021
Xilun Chen, Kushal Lakhotia, Barlas Oğuz, Anchit Gupta, Patrick Lewis, Stan Peshterliev, Yashar Mehdad, Sonal Gupta, Wen-tau Yih


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A Few More Examples May Be Worth Billions of Parameters


Oct 08, 2021
Yuval Kirstain, Patrick Lewis, Sebastian Riedel, Omer Levy


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Challenges in Generalization in Open Domain Question Answering


Sep 02, 2021
Linqing Liu, Patrick Lewis, Sebastian Riedel, Pontus Stenetorp


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