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Morphological Analysis of the Dravidian Language Family

Author
Kumar, A.; Cotterell, R.; Oliver, A.; Padro, L.
Type of activity
Presentation of work at congresses
Name of edition
EACL 2017 - 15th Conference of the European Chapter of the Association for Computational Linguistics
Date of publication
2017
Presentation's date
2017-04
Book of congress proceedings
EACL 2017: 15th Conference of the European Chapter of the Association for Computational Linguistics: Valencia, Spain: April, 3-7 2017: Proceedings of Conference, Volume 1: Long Papers
First page
217
Last page
222
Repository
http://aclweb.org/anthology/E17-2035 Open in new window
http://hdl.handle.net/2117/104793 Open in new window
Abstract
The Dravidian family is one of the most widely spoken set of languages in the world, yet there are very few annotated resources available to NLP researchers. To remedy this, we create DravMorph, a corpus annotated for morphological segmentation and part-of-speech. Also, we exploit novel features and higher-order models to achieve promising results on these corpora on both tasks, beating techniques proposed in the literature by as much as 4 points in segmentation F1. The Dravidian family is one o...
Citation
Kumar, A., Cotterell, R., Oliver, A., Padro, L. Morphological Analysis of the Dravidian Language Family. A: Conference of the European Chapter of the Association for Computational Linguistics. "EACL 2017: 15th Conference of the European Chapter of the Association for Computational Linguistics: Valencia, Spain: April, 3-7 2017: Proceedings of Conference, Volume 1: Long Papers". Valencia: 2017, p. 217-222.
Group of research
GPLN - Natural Language Processing Group
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications

Participants

  • Kumar, Arun  (author and speaker )
  • Cotterell, Ryan  (author and speaker )
  • Oliver González, Antoni  (author and speaker )
  • Padró Cirera, Lluís  (author and speaker )

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