The Universal Decompositional Semantics Dataset and Decomp Toolkit
Links to Fileshttps://arxiv.org/abs/1909.13851
MetadataShow full item record
Type of Work10 pages
journal articles preprints
Citation of Original PublicationWhite, 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;
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.
We 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.