Supersense tagging for Danish

Hector Martinez Alonso; Anders Trærup Johannsen; Sussi Olsen; Sanni Nimb; Nicolai Sørensen; Anna Braasch; Anders Søgaard; Bolette Sandford Pedersen

Supersense tagging for Danish

Hector Martinez Alonso, Anders Trærup Johannsen, Sussi Olsen, Sanni Nimb, Nicolai Sørensen, Anna Braasch, Anders Søgaard, Bolette Sandford Pedersen

Abstract

We describe the creation of a new Danish resource for automated coarse-grained word sense disambiguation of running text (supersense tagging, SST). Based on corpus evidence we expand the sense inventory to incorporate new lexical classes. We add tags for verbal satellites like collocates, particles and reflexive pronouns, to give account for the satellite-framing properties of Danish. Finally, we evaluate the quality of our expanded sense inventory in terms of variation in F1 on a stateof- the- art SST system. The SST systems uses type constraints and achieves performance just under the upper bound of interannotator agreement. The initial release is a 1,500-sentence corpus covering six genres, made available under an open-source license.

Originalsprog	Engelsk
Titel	Proceedings of the 20th Nordic Conference of Computational Linguistics NODALIDA 2015
Antal sider	8
Vol/bind	109
Forlag	Linköping University Electronic Press
Publikationsdato	2015
ISBN (Trykt)	978-91-7519-098-3
Status	Udgivet - 2015
Begivenhed	NODALIDA 2015: Nordic Conference on Computational Linguistics - Vilnius, Litauen Varighed: 11 maj 2015 → 13 maj 2015 Konferencens nummer: 20

Konference

Konference	NODALIDA 2015
Nummer	20
Land/Område	Litauen
By	Vilnius
Periode	11/05/2015 → 13/05/2015

Navn	NEALT (Northern European Association of Language Technology) Proceedings Series
Vol/bind	23
ISSN	1736-6305

Citationsformater

Martinez Alonso, H., Johannsen, A. T., Olsen, S., Nimb, S., Sørensen, N., Braasch, A., Søgaard, A., & Pedersen, B. S. (2015). Supersense tagging for Danish. I Proceedings of the 20th Nordic Conference of Computational Linguistics NODALIDA 2015 (Bind 109). Linköping University Electronic Press. NEALT (Northern European Association of Language Technology) Proceedings Series Bind 23

Supersense tagging for Danish. / Martinez Alonso, Hector; Johannsen, Anders Trærup; Olsen, Sussi et al.

Proceedings of the 20th Nordic Conference of Computational Linguistics NODALIDA 2015. Bind 109 Linköping University Electronic Press, 2015. (NEALT (Northern European Association of Language Technology) Proceedings Series, Bind 23).

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

Martinez Alonso, H, Johannsen, AT, Olsen, S, Nimb, S, Sørensen, N, Braasch, A, Søgaard, A & Pedersen, BS 2015, Supersense tagging for Danish. i Proceedings of the 20th Nordic Conference of Computational Linguistics NODALIDA 2015. bind 109, Linköping University Electronic Press, NEALT (Northern European Association of Language Technology) Proceedings Series, bind 23, NODALIDA 2015, Vilnius, Litauen, 11/05/2015.

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T1 - Supersense tagging for Danish

AU - Martinez Alonso, Hector

AU - Johannsen, Anders Trærup

AU - Olsen, Sussi

AU - Nimb, Sanni

AU - Sørensen, Nicolai

AU - Braasch, Anna

AU - Søgaard, Anders

AU - Pedersen, Bolette Sandford

N1 - Conference code: 20

PY - 2015

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N2 - We describe the creation of a new Danish resource for automated coarse-grained word sense disambiguation of running text (supersense tagging, SST). Based on corpus evidence we expand the sense inventory to incorporate new lexical classes. We add tags for verbal satellites like collocates, particles and reflexive pronouns, to give account for the satellite-framing properties of Danish. Finally, we evaluate the quality of our expanded sense inventory in terms of variation in F1 on a stateof- the- art SST system. The SST systems uses type constraints and achieves performance just under the upper bound of interannotator agreement. The initial release is a 1,500-sentence corpus covering six genres, made available under an open-source license.

AB - We describe the creation of a new Danish resource for automated coarse-grained word sense disambiguation of running text (supersense tagging, SST). Based on corpus evidence we expand the sense inventory to incorporate new lexical classes. We add tags for verbal satellites like collocates, particles and reflexive pronouns, to give account for the satellite-framing properties of Danish. Finally, we evaluate the quality of our expanded sense inventory in terms of variation in F1 on a stateof- the- art SST system. The SST systems uses type constraints and achieves performance just under the upper bound of interannotator agreement. The initial release is a 1,500-sentence corpus covering six genres, made available under an open-source license.

M3 - Article in proceedings

SN - 978-91-7519-098-3

VL - 109

T3 - NEALT (Northern European Association of Language Technology) Proceedings Series

BT - Proceedings of the 20th Nordic Conference of Computational Linguistics NODALIDA 2015

PB - Linköping University Electronic Press

T2 - NODALIDA 2015

Y2 - 11 May 2015 through 13 May 2015

ER -

Supersense tagging for Danish

Abstract

Konference

Fingeraftryk

Citationsformater