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Construction of a FrameNet Labeler for Swedish Text

Johansson, Richard LU and Nugues, Pierre LU (2006) International Conference on Language Resources and Evaluation (LREC-2006) In Proceedings of the International Conference on Language Resources and Evaluation (LREC-2006)
Abstract
We describe the implementation of a FrameNet-based semantic role labeling system for Swedish text. To train the system, we used a semantically annotated corpus that was produced by projection across parallel corpora. As part of the system, we developed two frame element bracketing algorithms that are suitable when no robust constituent parsers are available.

Apart from being the first such system for Swedish, this is, as far as we are aware, the first semantic role labeling system for a language for which no role-semantic annotated corpora are available.

The estimated accuracy of classification of pre-segmented frame elements is 0.75, and the precision and recall measures for the complete task are 0.67 and 0.47,... (More)
We describe the implementation of a FrameNet-based semantic role labeling system for Swedish text. To train the system, we used a semantically annotated corpus that was produced by projection across parallel corpora. As part of the system, we developed two frame element bracketing algorithms that are suitable when no robust constituent parsers are available.

Apart from being the first such system for Swedish, this is, as far as we are aware, the first semantic role labeling system for a language for which no role-semantic annotated corpora are available.

The estimated accuracy of classification of pre-segmented frame elements is 0.75, and the precision and recall measures for the complete task are 0.67 and 0.47, respectively. (Less)
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organization
publishing date
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Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
Natural language processing, semantic analysis
in
Proceedings of the International Conference on Language Resources and Evaluation (LREC-2006)
pages
8 pages
conference name
International Conference on Language Resources and Evaluation (LREC-2006)
language
English
LU publication?
yes
id
878b2e36-4d32-442b-8ba5-566809da39a0 (old id 630320)
date added to LUP
2007-11-27 14:33:08
date last changed
2016-04-16 11:16:04
@misc{878b2e36-4d32-442b-8ba5-566809da39a0,
  abstract     = {We describe the implementation of a FrameNet-based semantic role labeling system for Swedish text. To train the system, we used a semantically annotated corpus that was produced by projection across parallel corpora. As part of the system, we developed two frame element bracketing algorithms that are suitable when no robust constituent parsers are available.<br/><br>
Apart from being the first such system for Swedish, this is, as far as we are aware, the first semantic role labeling system for a language for which no role-semantic annotated corpora are available.<br/><br>
The estimated accuracy of classification of pre-segmented frame elements is 0.75, and the precision and recall measures for the complete task are 0.67 and 0.47, respectively.},
  author       = {Johansson, Richard and Nugues, Pierre},
  keyword      = {Natural language processing,semantic analysis},
  language     = {eng},
  pages        = {8},
  series       = {Proceedings of the International Conference on Language Resources and Evaluation (LREC-2006)},
  title        = {Construction of a FrameNet Labeler for Swedish Text},
  year         = {2006},
}