GKR : the Graphical Knowledge Representation for semantic parsing

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dc.contributor.authorKalouli, Aikaterini-Lida
dc.contributor.authorCrouch, Richard
dc.date.accessioned2018-12-03T14:14:46Z
dc.date.available2018-12-03T14:14:46Z
dc.date.issued2018eng
dc.description.abstractThis paper describes the first version of an open-source semantic parser that creates graphical representations of sentences to be used for further semantic processing, e.g. for natural language inference, reasoning and semantic similarity. The Graphical Knowledge Representation which is output by the parser is inspired by the Abstract Knowledge Representation, which separates out conceptual and contextual levels of representation that deal respectively with the subject matter of a sentence and its existential commitments. Our representation is a layered graph with each subgraph holding different kinds of information, including one sub-graph for concepts and one for contexts. Our first evaluation of the system shows an F-score of 85% in accurately representing sentences as semantic graphs.eng
dc.description.versionpublishedeng
dc.identifier.doi10.18653/v1/W18-1304eng
dc.identifier.ppn514733071
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/44106
dc.language.isoengeng
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dc.subject.ddc400eng
dc.titleGKR : the Graphical Knowledge Representation for semantic parsingeng
dc.typeINPROCEEDINGSeng
dspace.entity.typePublication
kops.citation.bibtex
@inproceedings{Kalouli2018Graph-44106,
  year={2018},
  doi={10.18653/v1/W18-1304},
  title={GKR : the Graphical Knowledge Representation for semantic parsing},
  isbn={978-1-948087-19-3},
  publisher={The Association for Computational Linguistics},
  address={Stroudsburg, PA},
  booktitle={Proceedings of the Workshop on Computational Semantics beyond Events and Roles (SemBEaR 2018)},
  pages={27--37},
  editor={Blanco, Eduardo and Morante, Roser},
  author={Kalouli, Aikaterini-Lida and Crouch, Richard}
}
kops.citation.iso690KALOULI, Aikaterini-Lida, Richard CROUCH, 2018. GKR : the Graphical Knowledge Representation for semantic parsing. Workshop on Computational Semantics beyond Events and Roles (SemBEaR 2018). New Orleans, Louisiana, 5. Juni 2018. In: BLANCO, Eduardo, ed., Roser MORANTE, ed.. Proceedings of the Workshop on Computational Semantics beyond Events and Roles (SemBEaR 2018). Stroudsburg, PA: The Association for Computational Linguistics, 2018, pp. 27-37. ISBN 978-1-948087-19-3. Available under: doi: 10.18653/v1/W18-1304deu
kops.citation.iso690KALOULI, Aikaterini-Lida, Richard CROUCH, 2018. GKR : the Graphical Knowledge Representation for semantic parsing. Workshop on Computational Semantics beyond Events and Roles (SemBEaR 2018). New Orleans, Louisiana, Jun 5, 2018. In: BLANCO, Eduardo, ed., Roser MORANTE, ed.. Proceedings of the Workshop on Computational Semantics beyond Events and Roles (SemBEaR 2018). Stroudsburg, PA: The Association for Computational Linguistics, 2018, pp. 27-37. ISBN 978-1-948087-19-3. Available under: doi: 10.18653/v1/W18-1304eng
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kops.conferencefieldWorkshop on Computational Semantics beyond Events and Roles (SemBEaR 2018), 5. Juni 2018, New Orleans, Louisianadeu
kops.date.conferenceStart2018-06-05eng
kops.description.openAccessopenaccessgreen
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kops.identifier.nbnurn:nbn:de:bsz:352-2-46rla0c8u80e9
kops.location.conferenceNew Orleans, Louisianaeng
kops.sourcefieldBLANCO, Eduardo, ed., Roser MORANTE, ed.. <i>Proceedings of the Workshop on Computational Semantics beyond Events and Roles (SemBEaR 2018)</i>. Stroudsburg, PA: The Association for Computational Linguistics, 2018, pp. 27-37. ISBN 978-1-948087-19-3. Available under: doi: 10.18653/v1/W18-1304deu
kops.sourcefield.plainBLANCO, Eduardo, ed., Roser MORANTE, ed.. Proceedings of the Workshop on Computational Semantics beyond Events and Roles (SemBEaR 2018). Stroudsburg, PA: The Association for Computational Linguistics, 2018, pp. 27-37. ISBN 978-1-948087-19-3. Available under: doi: 10.18653/v1/W18-1304deu
kops.sourcefield.plainBLANCO, Eduardo, ed., Roser MORANTE, ed.. Proceedings of the Workshop on Computational Semantics beyond Events and Roles (SemBEaR 2018). Stroudsburg, PA: The Association for Computational Linguistics, 2018, pp. 27-37. ISBN 978-1-948087-19-3. Available under: doi: 10.18653/v1/W18-1304eng
kops.title.conferenceWorkshop on Computational Semantics beyond Events and Roles (SemBEaR 2018)eng
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source.bibliographicInfo.fromPage27eng
source.bibliographicInfo.toPage37eng
source.contributor.editorBlanco, Eduardo
source.contributor.editorMorante, Roser
source.identifier.isbn978-1-948087-19-3eng
source.publisherThe Association for Computational Linguisticseng
source.publisher.locationStroudsburg, PAeng
source.titleProceedings of the Workshop on Computational Semantics beyond Events and Roles (SemBEaR 2018)eng

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