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Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer


Jun 30, 2021
Iulia Turc, Kenton Lee, Jacob Eisenstein, Ming-Wei Chang, Kristina Toutanova


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The MultiBERTs: BERT Reproductions for Robustness Analysis


Jun 30, 2021
Thibault Sellam, Steve Yadlowsky, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Turc, Jacob Eisenstein, Dipanjan Das, Ian Tenney, Ellie Pavlick

* Checkpoints and example analyses: http://goo.gle/multiberts 

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CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation


Mar 31, 2021
Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting


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Well-Read Students Learn Better: On the Importance of Pre-training Compact Models


Sep 25, 2019
Iulia Turc, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

* Added comparison to concurrent work 

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Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation


Aug 23, 2019
Iulia Turc, Ming-Wei Chang, Kenton Lee, Kristina Toutanova


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