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The Universal Decompositional Semantics Dataset and Decomp Toolkit

30 September 2019
A. White
Elias Stengel-Eskin
Siddharth Vashishtha
Venkata S Govindarajan
Dee Ann Reisinger
Tim Vieira
Keisuke Sakaguchi
Sheng Zhang
Francis Ferraro
Rachel Rudinger
Kyle Rawlins
Benjamin Van Durme
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Abstract

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.

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