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Recently, fine-tuning pre-trained language models (e.g., multilingual BERT) to downstream cross-lingual tasks has shown promising results.
Unsupervised cross-lingual representation learning at scale
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1911
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Continual learning in reinforcement environments
Mark Bishop Ring. 1994 · 1994
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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.
Introduction to the conll-2003 shared task: Language-independent named entity recognition
Erik Tjong Kim Sang and Fien De Meulder. 2003 · 2003
Earlier work this paper cites.
Xglue: A new benchmark dataset for cross-lingual pre-training, understanding and generation
Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, et al. 2020 · 2004
Earlier work this paper cites.
Europarl: A parallel corpus for statistical machine translation
Philipp Koehn. 2005 · 2005
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icarl: Incremental classifier and representation learning
Sylvestre-Alvise Rebuffi, Alexander Kolesnikov, Georg Sperl, and Christoph H Lampert. 2017 · 2010
Earlier work this paper cites.
Cross-lingual part-of-speech tagging through ambiguous learning
Guillaume Wisniewski, Nicolas Pécheux, Souhir Gahbiche-Braham, and François Yvon. 2014 · 2014
Earlier work this paper cites.
Ten pairs to tag–multilingual pos tagging via coarse mapping between embeddings
Yuan Zhang, David Gaddy, Regina Barzilay, and Tommi Jaakkola. 2016 · 2016
Earlier work this paper cites.
Cross-lingual transfer learning for pos tagging without cross-lingual resources
Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya, and Eric Fosler-Lussier. 2017 · 2017
Cited alongside, same era.
Overcoming catastrophic forgetting in neural networks
James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, et al. 2017 · 2017
Cited alongside, same era.
Gradient episodic memory for continual learning
David Lopez-Paz and Marc’Aurelio Ranzato. 2017 · 2017
Cited alongside, same era.
Cheap translation for cross-lingual named entity recognition
Stephen Mayhew, Chen-Tse Tsai, and Dan Roth. 2017 · 2017
Cited alongside, same era.
Weakly supervised cross-lingual named entity recognition via effective annotation and representation projection
Jian Ni, Georgiana Dinu, and Radu Florian. 2017 · 2017
Cited alongside, same era.
Cross-lingual language model pretraining
Alexis Conneau and Guillaume Lample. 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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Zero-shot cross-lingual abstractive sentence summarization through teaching generation and attention
Xiangyu Duan, Mingming Yin, Min Zhang, Boxing Chen, and Weihua Luo. 2019 · 2019
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Unicoder: A universal language encoder by pre-training with multiple cross-lingual tasks
Haoyang Huang, Yaobo Liang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, and Ming Zhou. 2019 · 2019
Later among the works it cites.
Zero-shot cross-lingual dialogue systems with transferable latent variables
Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, and Pascale Fung. 2019 · 2019
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Universal dependencies 2.0. lindat/clarin digital library at the institute of formal and applied linguistics, charles university, prague
Joakim Nivre, Željko Agić, Lars Ahrenberg, et al. 2017 · 2017
Cited alongside, same era.
Xl-nbt: A cross-lingual neural belief tracking framework
Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, and William Yang Wang. 2018 · 2018
Cited alongside, same era.
Neural cross-lingual named entity recognition with minimal resources
Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A Smith, and Jaime G Carbonell. 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.
Telmo Pires, Eva Schlinger, and Dan Garrette. 2019 · 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. 2019 · 2019
Later among the works it cites.
Beto, bentz, becas: The surprising cross-lingual effectiveness of bert
Shijie Wu and Mark Dredze. 2019 · 2019
Later among the works it cites.
Ncls: Neural cross-lingual summarization
Junnan Zhu, Qian Wang, Yining Wang, Yu Zhou, Jiajun Zhang, Shaonan Wang, and Chengqing Zong. 2019 · 2019
Later among the works it cites.