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Word order variances generally exist in different languages.
Cross-lingual language model pretraining
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Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection
Ni, J.; Dinu, G.; and Florian, R. 2017 · 2017
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Universal Dependencies 2.0. LINDAT/CLARIN digital library at the Institute of Formal and Applied Linguistics, Charles University, Prague
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Attention is all you need
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Multi-Source Cross-Lingual Model Transfer: Learning What to Share
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
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Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks
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Cross-lingual Annotation Projection Is Effective for Neural Part-of-Speech Tagging
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Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
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Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion
Joulin, A.; Bojanowski, P.; Mikolov, T.; Jégou, H.; and Grave, E. 2018 · 2018
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Unsupervised machine translation using monolingual corpora only
Lample, G.; Conneau, A.; Denoyer, L.; and Ranzato, M. 2018 · 2018
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Self-Attention with Relative Position Representations
Shaw, P.; Uszkoreit, J.; and Vaswani, A. 2018 · 2018
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Neural Cross-Lingual Named Entity Recognition with Minimal Resources
Xie, J.; Yang, Z.; Neubig, G.; Smith, N. A.; and Carbonell, J. G. 2018 · 2018
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Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond
Artetxe, M.; and Schwenk, H. 2019 · 2019
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Attention-informed mixed-language training for zero-shot cross-lingual task-oriented dialogue systems
Liu, Z.; Winata, G. I.; Lin, Z.; Xu, P.; and Fung, P. 2020a
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Pires, T.; Schlinger, E.; and Garrette, D. 2019 · 2019
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Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog
Schuster, S.; Gupta, S.; Shah, R.; and Lewis, M. 2019a · 2019
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Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
Schuster, T.; Ram, O.; Barzilay, R.; and Globerson, A. 2019b · 2019
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Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT
Wu, S.; and Dredze, M. 2019 · 2019
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Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank
Zhang, M.; Zhang, Y.; and Fu, G. 2019 · 2019
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Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
Liu, Z.; Winata, G. I.; Xu, P.; Lin, Z.; and Fung, P. 2020b · 2020
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