Модель на основе подслов
method
ID: subwordbasedmodel
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AbstractNatural language sentences, being hierarchical, can be represented at different levels of granularity, like words, subwords, or characters. But most neural machine translation systems require the sentence to be represented …...
Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into English
AbstractRecent work has shown that deeper character-based neural machine translation (NMT) models can outperform subword-based models. However, it is still unclear what makes deeper character-based models successful. In this paper, …...