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Most combinations of NLP tasks and language varieties lack in-domain examples for supervised training because of the paucity of annotated data.
Learning and evaluating general linguistic intelligence
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Cross-lingual name tagging and linking for 282 languages
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Ryan McDonald, Slav Petrov, and Keith Hall. 2011 · 2011
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Oscar Täckström, Ryan McDonald, and Jakob Uszkoreit. 2012 · 2012
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Real-world semi-supervised learning of POS-taggers for low-resource languages
Dan Garrette, Jason Mielens, and Jason Baldridge. 2013 · 2013
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Matthew D. Hoffman, David M. Blei, Chong Wang, and John Paisley. 2013 · 2013
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If all you have is a bit of the Bible: Learning POS taggers for truly low-resource languages
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Many languages, one parser
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Harald Hammarström, Robert Forkel, Martin Haspelmath, and Sebastian Bank, editors. 2016 · 2016
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Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, et al. 2016 · 2016
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Cross-lingual parser selection for low-resource languages
Željko Agić. 2017 · 2017
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Ryan Cotterell and Georg Heigold. 2017 · 2017
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Delexicalized word embeddings for cross-lingual dependency parsing
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Alankar Jain, Bhargavi Paranjape, and Zachary C. Lipton. 2019 · 2019
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Choosing transfer languages for cross-lingual learning
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Massively multilingual transfer for NER
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Andrew Gordon Wilson. 2019 · 2019
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Beto, Bentz, Becas: The surprising cross-lingual effectiveness of BERT
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On the cross-lingual transferability of monolingual representations
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