Tree Structured Dirichlet Processes for Hierarchical Morphological Segmentation

This article presents a probabilistic hierarchical clustering model for morphological segmentation. In contrast to existing approaches to morphology learning, our method allows learning hierarchical organization of word morphology as a collection of tree structured paradigms. The model is fully unsu...

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Bibliographic Details
Main Authors: Burcu Can, Suresh Manandhar
Format: Article
Language:English
Published: The MIT Press 2018-06-01
Series:Computational Linguistics
Online Access:https://www.mitpressjournals.org/doi/pdf/10.1162/coli_a_00318