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A FrameNet-based semantic role labeler for Swedish

Johansson, Richard LU and Nugues, Pierre LU orcid (2006) COLING/ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics 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
and
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
Natural Language Semantics, Natural Language Processing, Semantic Role Labeling
host publication
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
conference location
Sydney, Australia
conference dates
2006-07-17 - 2006-07-21
external identifiers
  • scopus:85118280745
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
2016-04-04 09:55:44
date last changed
2022-03-23 07:13:34
@inproceedings{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}},
  booktitle    = {{COLING/ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference}},
  keywords     = {{Natural Language Semantics; Natural Language Processing; Semantic Role Labeling}},
  language     = {{eng}},
  pages        = {{436--443}},
  publisher    = {{Association for Computational Linguistics}},
  title        = {{A FrameNet-based semantic role labeler for Swedish}},
  url          = {{http://www.aclweb.org/anthology/P06-2057.pdf}},
  year         = {{2006}},
}