Training a Swedish Constituency Parser on Six Incompatible Treebanks

Richard Johansson, Yvonne Adesam


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 12th Language Resources and Evaluation Conference
Month:
May
Year:
2020
Address:
Marseille, France
Venue:
LREC
SIG:
Publisher:
European Language Resources Association
Note:
Pages:
5219–5224
URL:
https://www.aclweb.org/anthology/2020.lrec-1.642
DOI:
Bib Export formats:
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PDF:
https://www.aclweb.org/anthology/2020.lrec-1.642.pdf

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