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Learning multilingual representations of text has proven a successful method for many cross-lingual transfer learning tasks.
Tal Schuster, Ori Ram, Regina Barzilay, and Amir Globerson · 1902
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Context-aware cross-lingual mapping
Hanan Aldarmaki and Mona Diab · 1903
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Beto, bentz, becas: The surprising cross-lingual effectiveness of BERT
Shijie Wu and Mark Dredze · 1904
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How multilingual is multilingual bert?
Telmo Pires, Eva Schlinger, and Dan Garrette · 1906
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Phillip Keung, Yichao Lu, and Vikas Bhardwaj · 1909
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Earth mover’s distance minimization for unsupervised bilingual lexicon induction
Meng Zhang, Yang Liu, Huanbo Luan, and Maosong Sun · 1945
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Adversarial training for unsupervised bilingual lexicon induction
Meng Zhang, Yang Liu, Huanbo Luan, and Maosong Sun · 1970
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Introduction to the CoNLL-2002 shared task: Language-independent named entity recognition
Erik F. Tjong Kim Sang · 2002
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Introduction to the CoNLL-2003 shared task: Language-independent named entity recognition
Erik F Tjong Kim Sang and Fien De Meulder · 2003
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Inducing crosslingual distributed representations of words
Alexandre Klementiev, Ivan Titov, and Binod Bhattarai · 2012
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A simple, fast, and effective reparameterization of IBM model 2
Chris Dyer, Victor Chahuneau, and Noah A. Smith · 2013
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Bilingual word embeddings for phrase-based machine translation
Will Y. Zou, Richard Socher, Daniel Cer, and Christopher D. Manning · 2013
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Improving vector space word representations using multilingual correlation
Manaal Faruqui and Chris Dyer · 2014
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Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Multilingual models for compositional distributed semantics
Karl Moritz Hermann and Phil Blunsom · 2014
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Learning bilingual word representations by marginalizing alignments
Tomáš Kočiskỳ, Karl Moritz Hermann, and Phil Blunsom · 2014
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning · 2014
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Distributed word representation learning for cross-lingual dependency parsing
Min Xiao and Yuhong Guo · 2014
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Simple task-specific bilingual word embeddings
Stephan Gouws and Anders Søgaard · 2015
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Bilbowa: Fast bilingual distributed representations without word alignments
Stephan Gouws, Yoshua Bengio, and Greg Corrado · 2015
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Bilingual word representations with monolingual quality in mind
Thang Luong, Hieu Pham, and Christopher D Manning · 2015
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Inverted indexing for cross-lingual nlp
Anders Søgaard, Željko Agić, Héctor Martínez Alonso, Barbara Plank, Bernd Bohnet, and Anders Johannsen · 2015
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Normalized word embedding and orthogonal transform for bilingual word translation
Chao Xing, Dong Wang, Chao Liu, and Yiye Lin · 2015
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Massively multilingual word embeddings
Waleed Ammar, George Mulcaire, Yulia Tsvetkov, Guillaume Lample, Chris Dyer, and Noah A Smith · 2016
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On the limitations of unsupervised bilingual dictionary induction
Anders Søgaard, Sebastian Ruder, and Ivan Vulić · 2018
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Neural cross-lingual named entity recognition with minimal resources
Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A Smith, and Jaime Carbonell · 2018
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Unsupervised cross-lingual transfer of word embedding spaces
Ruochen Xu, Yiming Yang, Naoki Otani, and Yuexin Wu · 2018
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On difficulties of cross-lingual transfer with order differences: A case study on dependency parsing
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard Hovy, Kai-Wei Chang, and Nanyun Peng · 2019
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Massively multilingual sentence embeddings for zero-shot cross-lingual transfer and beyond
Mikel Artetxe and Holger Schwenk · 2019
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Mikel Artetxe, Gorka Labaka, and Eneko Agirre · 2016
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Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders
Antonio Valerio Miceli Barone · 2016
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A distribution-based model to learn bilingual word embeddings
Hailong Cao, Tiejun Zhao, Shu ZHANG, and Yao Meng · 2016
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Learning crosslingual word embeddings without bilingual corpora
Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird, and Trevor Cohn · 2016
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Neural architectures for named entity recognition
Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, and Chris Dyer · 2016
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Bilingual distributed word representations from document-aligned comparable data
Ivan Vulić and Marie-Francine Moens · 2016
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Cross-lingual word embeddings for low-resource language modeling
Oliver Adams, Adam Makarucha, Graham Neubig, Steven Bird, and Trevor Cohn · 2017
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Bilingual lexicon induction through unsupervised machine translation
Mikel Artetxe, Gorka Labaka, and Eneko Agirre · 2019
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Multi-source cross-lingual model transfer: Learning what to share
Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, and Claire Cardie · 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
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Goran Glavas, Robert Litschko, Sebastian Ruder, and Ivan Vulic · 2019
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Learning multilingual word embeddings in latent metric space: a geometric approach
Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan, and Bamdev Mishra · 2019
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Cross-lingual language model pretraining
Guillaume Lample and Alexis Conneau · 2019
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Analyzing the limitations of cross-lingual word embedding mappings
Aitor Ormazabal, Mikel Artetxe, Gorka Labaka, Aitor Soroa, and Eneko Agirre · 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
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A survey of cross-lingual word embedding models
Sebastian Ruder, Ivan Vulić, and Anders Søgaard · 2019
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Mass: Masked sequence to sequence pre-training for language generation
Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, and Tie-Yan Liu · 2019
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Characterizing and avoiding negative transfer
Zirui Wang, Zihang Dai, Barnabás Póczos, and Jaime Carbonell · 2019
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Are girls neko or sh \ \backslash = ojo? cross-lingual alignment of non-isomorphic embeddings with iterative normalization
Mozhi Zhang, Keyulu Xu, Ken-ichi Kawarabayashi, Stefanie Jegelka, and Jordan Boyd-Graber · 2019
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Density matching for bilingual word embedding
Chunting Zhou, Xuezhe Ma, Di Wang, and Graham Neubig · 2019
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