Abstract
We investigate a transition-based parser that uses Eukalyptus, a function-tagged constituent treebank for Swedish which includes discontinuous constituents. In addition, we show that the accuracy of this parser can be improved by using a multitask learning architecture that makes it possible to train the parser on additional treebanks that use other annotation models.- Anthology ID:
- 2020.lrec-1.642
- Volume:
- Proceedings of the Twelfth Language Resources and Evaluation Conference
- Month:
- May
- Year:
- 2020
- Address:
- Marseille, France
- Editors:
- Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis
- Venue:
- LREC
- SIG:
- Publisher:
- European Language Resources Association
- Note:
- Pages:
- 5219–5224
- Language:
- English
- URL:
- https://aclanthology.org/2020.lrec-1.642
- DOI:
- Bibkey:
- Cite (ACL):
- Richard Johansson and Yvonne Adesam. 2020. Training a Swedish Constituency Parser on Six Incompatible Treebanks. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 5219–5224, Marseille, France. European Language Resources Association.
- Cite (Informal):
- Training a Swedish Constituency Parser on Six Incompatible Treebanks (Johansson & Adesam, LREC 2020)
- Copy Citation:
- PDF:
- https://aclanthology.org/2020.lrec-1.642.pdf
Export citation
@inproceedings{johansson-adesam-2020-training,
title = "Training a {S}wedish Constituency Parser on Six Incompatible Treebanks",
author = "Johansson, Richard and
Adesam, Yvonne",
editor = "Calzolari, Nicoletta and
B{\'e}chet, Fr{\'e}d{\'e}ric and
Blache, Philippe and
Choukri, Khalid and
Cieri, Christopher and
Declerck, Thierry and
Goggi, Sara and
Isahara, Hitoshi and
Maegaard, Bente and
Mariani, Joseph and
Mazo, H{\'e}l{\`e}ne and
Moreno, Asuncion and
Odijk, Jan and
Piperidis, Stelios",
booktitle = "Proceedings of the Twelfth Language Resources and Evaluation Conference",
month = may,
year = "2020",
address = "Marseille, France",
publisher = "European Language Resources Association",
url = "https://aclanthology.org/2020.lrec-1.642",
pages = "5219--5224",
abstract = "We investigate a transition-based parser that uses Eukalyptus, a function-tagged constituent treebank for Swedish which includes discontinuous constituents. In addition, we show that the accuracy of this parser can be improved by using a multitask learning architecture that makes it possible to train the parser on additional treebanks that use other annotation models.",
language = "English",
ISBN = "979-10-95546-34-4",
}
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%0 Conference Proceedings %T Training a Swedish Constituency Parser on Six Incompatible Treebanks %A Johansson, Richard %A Adesam, Yvonne %Y Calzolari, Nicoletta %Y Béchet, Frédéric %Y Blache, Philippe %Y Choukri, Khalid %Y Cieri, Christopher %Y Declerck, Thierry %Y Goggi, Sara %Y Isahara, Hitoshi %Y Maegaard, Bente %Y Mariani, Joseph %Y Mazo, Hélène %Y Moreno, Asuncion %Y Odijk, Jan %Y Piperidis, Stelios %S Proceedings of the Twelfth Language Resources and Evaluation Conference %D 2020 %8 May %I European Language Resources Association %C Marseille, France %@ 979-10-95546-34-4 %G English %F johansson-adesam-2020-training %X We investigate a transition-based parser that uses Eukalyptus, a function-tagged constituent treebank for Swedish which includes discontinuous constituents. In addition, we show that the accuracy of this parser can be improved by using a multitask learning architecture that makes it possible to train the parser on additional treebanks that use other annotation models. %U https://aclanthology.org/2020.lrec-1.642 %P 5219-5224
Markdown (Informal)
[Training a Swedish Constituency Parser on Six Incompatible Treebanks](https://aclanthology.org/2020.lrec-1.642) (Johansson & Adesam, LREC 2020)
- Training a Swedish Constituency Parser on Six Incompatible Treebanks (Johansson & Adesam, LREC 2020)
ACL
- Richard Johansson and Yvonne Adesam. 2020. Training a Swedish Constituency Parser on Six Incompatible Treebanks. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 5219–5224, Marseille, France. European Language Resources Association.