Corpus ID: 14646231

Neural Machine Translation with Pivot Languages

@article{Cheng2016NeuralMT,
  title={Neural Machine Translation with Pivot Languages},
  author={Yong Cheng and Yang Liu and Qian Yang and M. Sun and W. Xu},
  journal={ArXiv},
  year={2016},
  volume={abs/1611.04928}
}
  • Yong Cheng, Yang Liu, +2 authors W. Xu
  • Published 2016
  • Computer Science
  • ArXiv
  • While recent neural machine translation approaches have delivered state-of-the-art performance for resource-rich language pairs, they suffer from the data scarcity problem for resource-scarce language pairs. Although this problem can be alleviated by exploiting a pivot language to bridge the source and target languages, the source-to-pivot and pivot-to-target translation models are usually independently trained. In this work, we introduce a joint training algorithm for pivot-based neural… CONTINUE READING
    22 Citations

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