Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015

@inproceedings{Neubig2015NeuralRI,
  title={Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015},
  author={Graham Neubig and Makoto Morishita and Satoshi Nakamura},
  booktitle={WAT},
  year={2015}
}
This year, the Nara Institute of Science and Technology (NAIST)’s submission to the 2015 Workshop on Asian Translation was based on syntax-based statistical machine translation, with the addition of a reranking component using neural attentional machine translation models. Experiments re-confirmed results from previous work stating that neural MT reranking provides a large gain in objective evaluation measures such as BLEU, and also confirmed for the first time that these results also carry… CONTINUE READING
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