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20192021
most citedLearning Invariant Representations of Social Media Users

3 citations · 3 across the 1 of their papers we have counts for

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cs.CL2020

Sources of Transfer in Multilingual Named Entity Recognition

David Mueller, Nicholas Andrews, Mark Dredze

Named-entities are inherently multilingual, and annotations in any given language may be limited. This motivates us to consider polyglot named-entity recognition (NER), where one m…

cs.CL2020

Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning

Mitchell A. Gordon, Kevin Duh, Nicholas Andrews

Pre-trained universal feature extractors, such as BERT for natural language processing and VGG for computer vision, have become effective methods for improving deep learning models…