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Multilingual BERT (mBERT) has shown reasonable capability for zero-shot cross-lingual transfer when fine-tuned on downstream tasks.
Cross-Lingual Ability of Multilingual BERT: An Empirical Study
Kaliyaperumal Karthikeyan, Zihan Wang, Stephen Mayhew, and Dan Roth. 2020 · 1912
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Evaluation of Spoken Language Systems: the ATIS Domain
P. J. Price. 1990 · 1990
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Multilingual alignment of contextual word representations
Steven Cao, Nikita Kitaev, and Dan Klein. 2020 · 2002
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Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity Recognition
Erik F. Tjong Kim Sang. 2002 · 2002
Earlier work this paper cites.
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization
Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, and Melvin Johnson. 2020 · 2003
Earlier work this paper cites.
Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition
Erik F. Tjong Kim Sang and Fien De Meulder. 2003 · 2003
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Europarl: A Parallel Corpus for Statistical Machine Translation
Philipp Koehn. 2005 · 2005
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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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Exploiting Similarities among Languages for Machine Translation
Tomas Mikolov, Quoc V. Le, and Ilya Sutskever. 2013 · 2013
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The AMARA Corpus: Building Parallel Language Resources for the Educational Domain
Ahmed Abdelali, Francisco Guzman, Hassan Sajjad, and Stephan Vogel. 2014 · 2014
Earlier work this paper cites.
Normalized Word Embedding and Orthogonal Transform for Bilingual Word Translation
Chao Xing, Dong Wang, Chao Liu, and Yiye Lin. 2015 · 2015
Cited alongside, same era.
OpenSubtitles2015: Extracting Large Parallel Corpora from Movie and TV Subtitles
Pierre Lison and Jörg Tiedemann. 2016 · 2016
Cited alongside, same era.
XNLI: Evaluating Cross-lingual Sentence Representations
Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, and Veselin Stoyanov. 2018 · 2018
Cited alongside, same era.
Alice Coucke, Alaa Saade, Adrien Ball, Théodore Bluche, Alexandre Caulier, David Leroy, Clément Doumouro, Thibault Gisselbrecht, Francesco Caltagirone, Thibaut Lavril, et al. 2018 · 2018
Cited alongside, same era.
pioNER: Datasets and Baselines for Armenian Named Entity Recognition
Tsolak Ghukasyan, Garnik Davtyan, Karen Avetisyan, and Ivan Andrianov. 2018 · 2018
Cited alongside, same era.
Context-Aware Cross-Lingual Mapping
Hanan Aldarmaki and Mona Diab. 2019 · 2019
Later among the works it cites.
Almawave-SLU: A new dataset for SLU in Italian
Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli, and Raniero Romagnoli. 2019 · 2019
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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How Language-Neutral is Multilingual BERT?
Jindřich Libovický, Rudolf Rosa, and Alexander Fraser. 2019 · 2019
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Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces
Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R. Gormley, and Graham Neubig. 2019 · 2019
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Word translation without parallel data
Guillaume Lample, Alexis Conneau, Marc’Aurelio Ranzato, Ludovic Denoyer, and Hervé Jégou. 2018 · 2018
Cited alongside, same era.
Deep Contextualized Word Representations
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
Cited alongside, same era.
On the Limitations of Unsupervised Bilingual Dictionary Induction
Anders Søgaard, Sebastian Ruder, and Ivan Vulić. 2018 · 2018
Cited alongside, same era.
(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding
S. Upadhyay, M. Faruqui, G. Tür, H. Dilek, and L. Heck. 2018 · 2018
Cited alongside, same era.
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing
Wasi Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard Hovy, Kai-Wei Chang, and Nanyun Peng. 2019 · 2019
Cited alongside, same era.
Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog
Sebastian Schuster, Sonal Gupta, Rushin Shah, and Mike Lewis. 2019a · 2019
Later among the works it cites.
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
Tal Schuster, Ori Ram, Regina Barzilay, and Amir Globerson. 2019b · 2019
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Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework
Zirui Wang, Jiateng Xie, Ruochen Xu, Yiming Yang, Graham Neubig, and Jaime Carbonell. 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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Cross-Lingual Contextual Word Embeddings Mapping With Multi-Sense Words In Mind
Zheng Zhang, Ruiqing Yin, Jun Zhu, and Pierre Zweigenbaum. 2019 · 2019
Later among the works it cites.