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material ID: subwordvocabulary

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AbstractIn this paper, we apply different NMT models to the problem of historical spelling normalization for five languages: English, German, Hungarian, Icelandic, and Swedish. The NMT models are at different …...

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Being Generous with Sub-Words towards Small NMT Children

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AbstractIn the context of under-resourced neural machine translation (NMT), transfer learning from an NMT model trained on a high resource language pair, or from a multilingual NMT (M-NMT) model, has …...

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Cross-Domain Language Modeling: An Empirical Investigation

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Publication: TIPSTER (2021)

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AbstractTransformer encoder models exhibit strong performance in single-domain applications. However, in a cross-domain situation, using a sub-word vocabulary model results in sub-word overlap. This is an issue when there is …...

28413