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Multilingual BERT (mBERT) provides sentence representations for 104 languages, which are useful for many multi-lingual tasks.
Improved statistical alignment models
Franz Josef Och and Hermann Ney. 2000 · 2000
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An evaluation exercise for word alignment
Rada Mihalcea and Ted Pedersen. 2003 · 2003
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V-measure: A conditional entropy-based external cluster evaluation measure
Andrew Rosenberg and Julia Hirschberg. 2007 · 2007
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Visualizing data using t-sne
Laurens van der Maaten and Geoffrey Hinton. 2008 · 2008
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A gold standard for English-Swedish word alignment
Maria Holmqvist and Lars Ahrenberg. 2011 · 2011
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A simple, fast, and effective reparameterization of IBM model 2
Chris Dyer, Victor Chahuneau, and Noah A. Smith. 2013 · 2013
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Findings of the 2014 workshop on statistical machine translation
Ondrej Bojar, Christian Buck, Christian Federmann, Barry Haddow, Philipp Koehn, Johannes Leveling, Christof Monz, Pavel Pecina, Matt Post, Herve Saint-Amand, Radu Soricut, Lucia Specia, and Aleš Tamchyna. 2014 · 2014
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Unsupervised domain adaptation by backpropagation
Yaroslav Ganin and Victor Lempitsky. 2015 · 2015
Cited alongside, same era.
Czech-english manual word alignment
David Mareček. 2016 · 2016
Cited alongside, same era.
Adversarial removal of demographic attributes from text data
Yanai Elazar and Yoav Goldberg. 2018 · 2018
Cited alongside, same era.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
ParaCrawl: Web-scale parallel corpora for the languages of the EU
Miquel Esplà, Mikel Forcada, Gema Ramírez-Sánchez, and Hieu Hoang. 2019 · 2019
Cited alongside, same era.
Findings of the WMT 2019 shared tasks on quality estimation
Erick Fonseca, Lisa Yankovskaya, André F. T. Martins, Mark Fishel, and Christian Federmann. 2019 · 2019
75 languages, 1 model: Parsing universal dependencies universally
Dan Kondratyuk and Milan Straka. 2019 · 2019
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Investigating multilingual NMT representations at scale
Sneha Kudugunta, Ankur Bapna, Isaac Caswell, and Orhan Firat. 2019 · 2019
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How multilingual is multilingual BERT?
Telmo Pires, Eva Schlinger, and Dan Garrette. 2019 · 2019
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Is multilingual BERT fluent in language generation?
Samuel Rönnqvist, Jenna Kanerva, Tapio Salakoski, and Filip Ginter. 2019 · 2019
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Cross-lingual BERT transformation for zero-shot dependency parsing
Yuxuan Wang, Wanxiang Che, Jiang Guo, Yijia Liu, and Ting Liu. 2019 · 2019
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Beto, bentz, becas: The surprising cross-lingual effectiveness of BERT
Shijie Wu and Mark Dredze. 2019 · 2019
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Cited alongside, same era.