Manandhar, Suresh Kumar orcid.org/0000-0002-2822-2903 and Can, Burcu (2012) Probabilistic Hierarchical Clustering Of Morphological Paradigms. In: EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics. European Chapter of the Association for Computational Linguistics (EACL), 23 Apr - 27 Nov 2012 Association for Computational Linguistics , FRA , pp. 654-663.
Abstract
We propose a novel method for learning morphological paradigms that are structured within a hierarchy. The hierarchical structuring of paradigms groups morphologically similar words close to each other in a tree structure. This allows detecting morphological similarities easily leading to improved morphological segmentation. Our evaluation using (Kurimo et al., 2011a; Kurimo et al., 2011b) dataset shows that our method performs competitively when compared with current state-of- art systems.
Metadata
Item Type: | Proceedings Paper |
---|---|
Authors/Creators: |
|
Dates: |
|
Institution: | The University of York |
Academic Units: | The University of York > Faculty of Sciences (York) > Computer Science (York) |
Depositing User: | Pure (York) |
Date Deposited: | 14 Sep 2013 00:40 |
Last Modified: | 02 Jan 2025 00:16 |
Status: | Published |
Publisher: | Association for Computational Linguistics |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:75123 |
Download
Filename: E12_1067.pdf
Description: Probabilistic Hierarchical Clustering of Morphological Paradigms