Semi-supervised learning of morphological paradigms and lexicons

@inproceedings{Hulden2014SemisupervisedLO,
  title={Semi-supervised learning of morphological paradigms and lexicons},
  author={Mans Hulden and Markus Forsberg and Malin Ahlberg},
  booktitle={EACL},
  year={2014}
}
We present a semi-supervised approach to the problem of paradigm induction from inflection tables. Our system extracts generalizations from inflection tables, representing the resulting paradigms in an abstract form. The process is intended to be language-independent, and to provide human-readable generalizations of paradigms. The tools we provide can be used by linguists for the rapid creation of lexical resources. We evaluate the system through an inflection table reconstruction task using… CONTINUE READING
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