The Universal Decompositional Semantics Dataset and Decomp Toolkit

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dc.contributor.authorWhite, Aaron Steven
dc.contributor.authorStengel-Eskin, Elias
dc.contributor.authorVashishtha, Siddharth
dc.contributor.authorGovindarajan, Venkata
dc.contributor.authorReisinger, Dee Ann
dc.contributor.authorVieira, Tim
dc.contributor.authorSakaguchi, Keisuke
dc.contributor.authorZhang, Sheng
dc.contributor.authorFerraro, Francis
dc.contributor.authorRudinger, Rachel
dc.contributor.authorRawlins, Kyle
dc.contributor.authorDurme, Benjamin Van
dc.date.accessioned2020-03-11T17:46:28Z
dc.date.available2020-03-11T17:46:28Z
dc.date.issued2019-09-30
dc.description.abstractWe present the Universal Decompositional Semantics (UDS) dataset (v1.0), which is bundled with the Decomp toolkit (v0.1). UDS1.0 unifies five high-quality, decompositional semantics-aligned annotation sets within a single semantic graph specification—with graph structures defined by the predicative patterns produced by the PredPatt tool and real-valued node and edge attributes constructed using sophisticated normalization procedures. The Decomp toolkit provides a suite of Python 3 tools for querying UDS graphs using SPARQL. Both UDS1.0 and Decomp0.1 are publicly available at http://decomp.io.en_US
dc.description.sponsorshipThis research was supported by the University of Rochester, JHU HLTCOE, the National Science Foundation (BCS-1748969/BCS-1749025), DARPA AIDA, DARPA KAIROS, and IARPA BETTER. The U.S. Government is authorized to reproduce and distribute reprints for Governmental purposes. The views and conclusions contained in this publication are those of the authors and should not be interpreted as representing official policies or endorsements of DARPA or the U.S. Governmenen_US
dc.description.urihttps://arxiv.org/abs/1909.13851en_US
dc.format.extent10 pagesen_US
dc.genrejournal articles preprintsen_US
dc.identifierdoi:10.13016/m2fhz1-knec
dc.identifier.citationWhite, Aaron Steven; Stengel-Eskin, Elias; Vashishtha, Siddharth; Govindarajan, Venkata; Reisinger, Dee Ann; Vieira, Tim; Sakaguchi, Keisuke; Zhang, Sheng; Ferraro, Francis; Rudinger, Rachel; Rawlins, Kyle; Durme, Benjamin Van; The Universal Decompositional Semantics Dataset and Decomp Toolkit; Computation and Language (2019); https://arxiv.org/abs/1909.13851;en_US
dc.identifier.urihttp://hdl.handle.net/11603/17550
dc.language.isoen_USen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Faculty Collection
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.
dc.subjectsemanticsen_US
dc.subjectsemantic rolesen_US
dc.subjectfactualityen_US
dc.subjectgenericityen_US
dc.subjecttemporal durationen_US
dc.subjectentity typingen_US
dc.titleThe Universal Decompositional Semantics Dataset and Decomp Toolkiten_US
dc.typeTexten_US

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