Dynamic Models in Moses for Online Adaptation

@article{Bertoldi2014DynamicMI,
  title={Dynamic Models in Moses for Online Adaptation},
  author={Nicola Bertoldi},
  journal={Prague Bull. Math. Linguistics},
  year={2014},
  volume={101},
  pages={7-28}
}
A very hot issue for research and industry is how to effectively integrate machine translation (MT) within computer assisted translation (CAT) software. This paper focuses on this issue, and more generally how to dynamically adapt phrase-based statistical machine translation (SMT) by exploiting external knowledge, like the post-editions from professional translators. We present an enhancement of the Moses SMT toolkit dynamically adaptable to external information, which becomes available during… CONTINUE READING

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