Kernel Regression Based Machine Translation

  title={Kernel Regression Based Machine Translation},
  author={Zhuoran Wang and John Shawe-Taylor and S{\'a}ndor Szedm{\'a}k},
We present a novel machine translation framework based on kernel regression techniques. In our model, the translation task is viewed as a string-to-string mapping, for which a regression type learning is employed with both the source and the target sentences embedded into their kernel induced feature spaces. We report the experiments on a French-English translation task showing encouraging results. 
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