Cross-lingual Propagation for Morphological Analysis

@inproceedings{Snyder2008CrosslingualPF,
  title={Cross-lingual Propagation for Morphological Analysis},
  author={Benjamin Snyder and Regina Barzilay},
  booktitle={AAAI},
  year={2008}
}
Multilingual parallel text corpora provide a powerful means for propagating linguistic knowledge across languages. We present a model which jointly learns linguistic structure for each language while inducing links between them. Our model supports fully symmetrical knowledge transfer, utilizing any combination of supervised and unsupervised data across language barriers. The proposed non-parametric Bayesian model effectively combines cross-lingual alignment with target language predictions… CONTINUE READING
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