A FrameNet-based semantic role labeler for Swedish
(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:
https://lup.lub.lu.se/record/589410
- author
- Johansson, Richard LU and Nugues, Pierre LU
- publishing date
- 2006
- 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}}, }