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PAC-Bayesian Meta-Learning: From Theory to Practice


Nov 14, 2022
Jonas Rothfuss, Martin Josifoski, Vincent Fortuin, Andreas Krause

* 50 pages 

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Language Model Decoding as Likelihood-Utility Alignment


Oct 13, 2022
Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kıcıman, Boi Faltings, Robert West


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GenIE: Generative Information Extraction


Dec 15, 2021
Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West


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Invariant Language Modeling


Oct 16, 2021
Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West


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Zero-shot Entity Linking with Dense Entity Retrieval


Nov 10, 2019
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer


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Crosslingual Document Embedding as Reduced-Rank Ridge Regression


Apr 08, 2019
Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West

* In The Twelfth ACM International Conference on Web Search and Data Mining (WSDM '19) 

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