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A FrameNet-based semantic role labeler for Swedish

Johansson, Richard LU and Nugues, Pierre LU (2006) COLING/ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics In COLING/ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference p.436-443
Abstract
We present a FrameNet-based semantic role labeling system for Swedish text. As training data for the system, we used an annotated corpus that we produced by transferring FrameNet annotation from the English side to the Swedish side in a parallel corpus. In addition, we describe two frame element bracketing algorithms that are suitable when no robust constituent parsers are available.

We evaluated the system on a part of the FrameNet example corpus that we translated manually, and obtained an accuracy score of 0.75 on the classification of presegmented frame elements, and precision and recall scores of 0.67 and 0.47 for the complete task.
Please use this url to cite or link to this publication:
author
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
Natural Language Semantics, Natural Language Processing, Semantic Role Labeling
in
COLING/ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
pages
436 - 443
publisher
Association for Computational Linguistics
conference name
COLING/ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics
language
English
LU publication?
no
id
2765fffc-c817-4882-b938-ad45ead6559f (old id 589410)
alternative location
http://www.aclweb.org/anthology/P06-2057.pdf
date added to LUP
2007-11-06 11:23:35
date last changed
2016-06-29 09:17:01
@misc{2765fffc-c817-4882-b938-ad45ead6559f,
  abstract     = {We present a FrameNet-based semantic role labeling system for Swedish text. As training data for the system, we used an annotated corpus that we produced by transferring FrameNet annotation from the English side to the Swedish side in a parallel corpus. In addition, we describe two frame element bracketing algorithms that are suitable when no robust constituent parsers are available.<br/><br>
We evaluated the system on a part of the FrameNet example corpus that we translated manually, and obtained an accuracy score of 0.75 on the classification of presegmented frame elements, and precision and recall scores of 0.67 and 0.47 for the complete task.},
  author       = {Johansson, Richard and Nugues, Pierre},
  keyword      = {Natural Language Semantics,Natural Language Processing,Semantic Role Labeling},
  language     = {eng},
  pages        = {436--443},
  publisher    = {ARRAY(0xa4506c8)},
  series       = {COLING/ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference},
  title        = {A FrameNet-based semantic role labeler for Swedish},
  year         = {2006},
}