GKR : Bridging the gap between symbolic/structural and distributional meaning representations

Kalouli, Aikaterini-Lida; Crouch, Richard; de Paiva, Valeria

GKR : Bridging the gap between symbolic/structural and distributional meaning representations

Dateien

Zu diesem Dokument gibt es keine Dateien.

Datum

2019

Autor:innen

Kalouli, Aikaterini-Lida

Crouch, Richard

de Paiva, Valeria

DOI (zitierfähiger Link)

https://doi.org/10.18653/v1/W19-3305

Sammlungen

Linguistik

Publikationstyp

Beitrag zu einem Konferenzband

Publikationsstatus

Published

Erschienen in

XUE, Nianwen, ed. and others. Proceedings of the First International Workshop on Designing Meaning Representations. Stroudburg, PA: ACL, 2019, pp. 44-55. ISBN 978-1-950737-45-1. Available under: doi: 10.18653/v1/W19-3305

Zusammenfassung

Three broad approaches have been attempted to combine distributional and structural/symbolic aspects to construct meaning representations: a) injecting linguistic features into distributional representations, b) injecting distributional features into symbolic representations or c) combining structural and distributional features in the final representation. This work focuses on an example of the third and less studied approach: it extends the Graphical Knowledge Representation (GKR) to include distributional features and proposes a division of semantic labour between the distributional and structural/symbolic features. We propose two extensions of GKR that clearly show this division and empirically test one of the proposals on an NLI dataset with hard compositional pairs.

Fachgebiet (DDC)

400 Sprachwissenschaft, Linguistik

Konferenz

First International Workshop on Designing Meaning Representations, 1. Aug. 2019, Florence, Italy

Zitieren

ISO 690

KALOULI, Aikaterini-Lida, Richard CROUCH, Valeria DE PAIVA, 2019. GKR : Bridging the gap between symbolic/structural and distributional meaning representations. First International Workshop on Designing Meaning Representations. Florence, Italy, 1. Aug. 2019. In: XUE, Nianwen, ed. and others. Proceedings of the First International Workshop on Designing Meaning Representations. Stroudburg, PA: ACL, 2019, pp. 44-55. ISBN 978-1-950737-45-1. Available under: doi: 10.18653/v1/W19-3305

BibTex

@inproceedings{Kalouli2019Bridg-52201,
  year={2019},
  doi={10.18653/v1/W19-3305},
  title={GKR : Bridging the gap between symbolic/structural and distributional meaning representations},
  isbn={978-1-950737-45-1},
  publisher={ACL},
  address={Stroudburg, PA},
  booktitle={Proceedings of the First International Workshop on Designing Meaning Representations},
  pages={44--55},
  editor={Xue, Nianwen},
  author={Kalouli, Aikaterini-Lida and Crouch, Richard and de Paiva, Valeria}
}

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Universitätsbibliographie

Ja