Modeling Syntactic Context Improves Morphological Segmentation

The connection between part-of-speech (POS) categories and morphological properties is well-documented in linguistics but underutilized in text processing systems. This paper proposes a novel model for morphological segmentation that is driven by this connection. Our model learns that words with com...

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Bibliographic Details
Main Authors: Yoong Keok, Lee, Haghighi, Aria, Barzilay, Regina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Association for Computing Machinery 2012
Online Access:http://hdl.handle.net/1721.1/73140
https://orcid.org/0000-0002-2921-8201