Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks

@inproceedings{Tran2014WordTP,
  title={Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks},
  author={Ke M. Tran and Arianna Bisazza and Christof Monz},
  booktitle={EMNLP},
  year={2014}
}
Translating into morphologically rich languages is a particularly difficult problem in machine translation due to the high degree of inflectional ambiguity in the target language, often only poorly captured by existing word translation models. We present a general approach that exploits source-side contexts of foreign words to improve translation prediction accuracy. Our approach is based on a probabilistic neural network which does not require linguistic annotation nor manual feature… CONTINUE READING