Supervised Learning of Complete Morphological Paradigms

@inproceedings{Durrett2013SupervisedLO,
  title={Supervised Learning of Complete Morphological Paradigms},
  author={Greg Durrett and John DeNero},
  booktitle={HLT-NAACL},
  year={2013}
}
We describe a supervised approach to predicting the set of all inflected forms of a lexical item. Our system automatically acquires the orthographic transformation rules of morphological paradigms from labeled examples, and then learns the contexts in which those transformations apply using a discriminative sequence model. Because our approach is completely data-driven and the model is trained on examples extracted from Wiktionary, our method can extend to new languages without change. Our end… CONTINUE READING
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