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Sebastian Riedel

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Towards Unsupervised Dense Information Retrieval with Contrastive Learning

Dec 16, 2021
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

Dec 16, 2021
Max Bartolo, Tristan Thrush, Sebastian Riedel, Pontus Stenetorp, Robin Jia, Douwe Kiela

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

Oct 06, 2021
Yihong Chen, Pasquale Minervini, Sebastian Riedel, Pontus Stenetorp

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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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ProoFVer: Natural Logic Theorem Proving for Fact Verification

Aug 25, 2021
Amrith Krishna, Sebastian Riedel, Andreas Vlachos

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Domain-matched Pre-training Tasks for Dense Retrieval

Jul 28, 2021
Barlas Oğuz, 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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Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints

Jul 05, 2021
Yuxiang Wu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel

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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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