Character-level Chinese-English Translation through ASCII Encoding

@inproceedings{Nikolov2018CharacterlevelCT,
  title={Character-level Chinese-English Translation through ASCII Encoding},
  author={Nikola I. Nikolov and Yuhuang Hu and Mi Xue Tan and Richard H. R. Hahnloser},
  booktitle={WMT},
  year={2018}
}
Character-level Neural Machine Translation (NMT) models have recently achieved impressive results on many language pairs. They mainly do well for Indo-European language pairs, where the languages share the same writing system. However, for translating between Chinese and English, the gap between the two different writing systems poses a major challenge because of a lack of systematic correspondence between the individual linguistic units. In this paper, we enable character-level NMT for Chinese… CONTINUE READING
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