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)
- 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)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/630320
- author
- Johansson, Richard
LU
and Nugues, Pierre
LU
- organization
- publishing date
- 2006
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- Natural language processing, semantic analysis
- host publication
- 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)
- conference location
- Genoa, Italy
- conference dates
- 2006-05-24 - 2006-05-26
- external identifiers
-
- scopus:85039922953
- language
- English
- LU publication?
- yes
- id
- 878b2e36-4d32-442b-8ba5-566809da39a0 (old id 630320)
- date added to LUP
- 2016-04-04 13:29:00
- date last changed
- 2022-01-30 00:19:06
@inproceedings{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}},
booktitle = {{Proceedings of the International Conference on Language Resources and Evaluation (LREC-2006)}},
keywords = {{Natural language processing; semantic analysis}},
language = {{eng}},
title = {{Construction of a FrameNet Labeler for Swedish Text}},
year = {{2006}},
}