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Sebastian Ruder

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Episodic Memory in Lifelong Language Learning

Jun 03, 2019
Cyprien de Masson d'Autume, Sebastian Ruder, Lingpeng Kong, Dani Yogatama

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To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks

Mar 14, 2019
Matthew Peters, Sebastian Ruder, Noah A. Smith

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How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions

Feb 01, 2019
Goran Glavas, Robert Litschko, Sebastian Ruder, Ivan Vulic

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A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks

Nov 26, 2018
Victor Sanh, Thomas Wolf, Sebastian Ruder

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Off-the-Shelf Unsupervised NMT

Nov 06, 2018
Chris Hokamp, Sebastian Ruder, John Glover

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A Discriminative Latent-Variable Model for Bilingual Lexicon Induction

Oct 25, 2018
Sebastian Ruder, Ryan Cotterell, Yova Kementchedjhieva, Anders Søgaard

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Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction

Sep 14, 2018
Yova Kementchedjhieva, Sebastian Ruder, Ryan Cotterell, Anders Søgaard

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Universal Language Model Fine-tuning for Text Classification

May 23, 2018
Jeremy Howard, Sebastian Ruder

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On the Limitations of Unsupervised Bilingual Dictionary Induction

May 09, 2018
Anders Søgaard, Sebastian Ruder, Ivan Vulić

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Strong Baselines for Neural Semi-supervised Learning under Domain Shift

Apr 25, 2018
Sebastian Ruder, Barbara Plank

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