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2016.iwslt-1.3.pdf
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🔗 Source: aclanthology.org
📊 Size: 504 KB
📄 Pages: 8 pages
⬇️ Downloads: 42

Summary

Researchers investigate the potential of neural machine translation (NMT) by considering the linguistic aspect of the target language, extending the NMT approach with attention mechanism to produce multiple linguistically derived outputs, including lemma and corresponding factors such as part-of-speech, gender, and number. The factored NMT architecture increases vocabulary coverage and decreases unknown words, outperforming standard NMT in terms of BLEU score on the IWSLT'15 English-to-French task.

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Description

Researchers investigate the potential of neural machine translation (NMT) by considering the linguistic aspect of the target language, extending the NMT...

Technical Information

  • File Format: PDF
  • File Size: 504 KB
  • Pages: 8
  • Language: EN
  • Total Downloads: 42
  • Last Updated: 1 month ago

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