Unsupervised Learning of Morphology

@article{Hammarstrm2011UnsupervisedLO,
  title={Unsupervised Learning of Morphology},
  author={Harald Hammarstr{\"o}m and Lars Borin},
  journal={Computational Linguistics},
  year={2011},
  volume={37},
  pages={309-350}
}
This article surveys work on Unsupervised Learning of Morphology. We define Unsupervised Learning of Morphology as the problem of inducing a description (of some kind, even if only morpheme-segmentation) of how orthographic words are built up given only raw text data of a language. We briefly go through the history and motivation of the this problem. Next, over 200 items of work are listed with a brief characterization, and the most important ideas in the field are critically discussed. We… CONTINUE READING
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