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Existing multilingual machine translation approaches mainly focus on English-centric directions, while the non-English directions still lag behind.
Multilingual multi-domain adaptation approaches for neural machine translation
Chenhui Chu and Raj Dabre. 2019 · 1906
Earlier work this paper cites.
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Earlier work this paper cites.
A teacher-student framework for zero-resource neural machine translation
Yun Chen, Yang Liu, Yong Cheng, and Victor O. K. Li. 2017 · 1935
Earlier work this paper cites.
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Earlier work this paper cites.
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, and Mikel Artetxe. 2020 · 2006
Earlier work this paper cites.
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Earlier work this paper cites.
CLEAR: contrastive learning for sentence representation
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Earlier work this paper cites.
Multi-task learning for multiple language translation
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Adam: A method for stochastic optimization
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Earlier work this paper cites.
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Earlier work this paper cites.
Raj Dabre, Fabien Cromierès, and Sadao Kurohashi. 2017 · 2017
Earlier work this paper cites.
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Earlier work this paper cites.
Google’s multilingual neural machine translation system: Enabling zero-shot translation
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Earlier work this paper cites.
Attention is All you Need
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Earlier work this paper cites.
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Cited alongside, same era.
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Cited alongside, same era.
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Cited alongside, same era.
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Later among the works it cites.
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A compact and language-sensitive multilingual translation method
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Later among the works it cites.
Local aggregation for unsupervised learning of visual embeddings
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Later among the works it cites.
Momentum contrast for unsupervised visual representation learning
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Multilingual denoising pre-training for neural machine translation
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