Modeling Syntactic Context Improves Morphological Segmentation

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...

Full description

Bibliographic Details
Main Authors: Yoong Keok, Lee (Contributor), Haghighi, Aria (Contributor), Barzilay, Regina (Contributor)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Association for Computing Machinery, 2012-09-24T20:04:28Z.
Subjects:
Article
Online Access:Get fulltext

Internet

Get fulltext

Similar Items