A Hybrid Approach to the Induction of Underlying Morphology

Michael Tepper, Fei Xia · International Joint Conference on Natural Language Processing · 2008

We present a technique for re ning a baseline segmentation and generating a plausible underlying morpheme segmentation by integrating hand-written rewrite rules into an existing state-of-the-art unsupervised morphological induction procedure. Performance on measures which consider surface-boundary accuracy and underlying morpheme consistency indicates this technique leads to improvements over baseline segmentations for English and Turkish word lists.

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