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ID: characterbasedmodels
Related Papers
Adapting Sequence Models for Sentence Correction
AbstractIn a controlled experiment of sequence-to-sequence approaches for the task of sentence correction, we find that character-based models are generally more effective than word-based models and models that encode subword …...
On the Effectiveness of Quasi Character-Level Models for Machine Translation
AbstractNeural Machine Translation (NMT) models often use subword-level vocabularies to deal with rare or unknown words. Although some studies have shown the effectiveness of purely character-based models, these approaches have …...