Corpus ID: 7365958

Unsupervised Multilingual Learning for Morphological Segmentation

@inproceedings{Snyder2008UnsupervisedML,
  title={Unsupervised Multilingual Learning for Morphological Segmentation},
  author={B. Snyder and R. Barzilay},
  booktitle={ACL},
  year={2008}
}

B. Snyder, R. Barzilay

Published in ACL 2008

Computer Science

For centuries, the deep connection between languages has brought about major discoveries about human communication. In this paper we investigate how this powerful source of information can be exploited for unsupervised language learning. In particular, we study the task of morphological segmentation of multiple languages. We present a nonparametric Bayesian model that jointly induces morpheme segmentations of each language under consideration and at the same time identifies cross-lingual… CONTINUE READING

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