Inferring Shallow-Transfer Machine Translation Rules from Small Parallel Corpora

@article{SnchezMartnez2009InferringSM,
  title={Inferring Shallow-Transfer Machine Translation Rules from Small Parallel Corpora},
  author={Felipe S{\'a}nchez-Mart{\'i}nez and Mikel L. Forcada},
  journal={J. Artif. Intell. Res.},
  year={2009},
  volume={34},
  pages={605-635}
}
This paper describes a method for the automatic inference of structural transfer rules to be used in a shallow-transfer machine translation (MT) system from small parallel corpora. The structural transfer rules are based on alignment templates, like those used in statistical MT. Alignment templates are extracted from sentence-aligned parallel corpora and extended with a set of restrictions which are derived from the bilingual dictionary of the MT system and control their application as transfer… CONTINUE READING
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