Multilingual pretraining develops translation in two phases: early copying driven by surface similarities, followed by generalizing mechanisms while copying is refined.
OPUS - MT -- Building open translation services for the World
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CL 2years
2026 2representative citing papers
Development of domain-specific scientific corpora for English-Spanish, English-French, and English-Portuguese and their application to fine-tuning NMT models.
citing papers explorer
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Copy First, Translate Later: Interpreting Translation Dynamics in Multilingual Pretraining
Multilingual pretraining develops translation in two phases: early copying driven by surface similarities, followed by generalizing mechanisms while copying is refined.
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Enhancing Scientific Discourse: Machine Translation for the Scientific Domain
Development of domain-specific scientific corpora for English-Spanish, English-French, and English-Portuguese and their application to fine-tuning NMT models.